The party throbbed with music and laughter, a cacophony that grated on Elias’s nerves. He saw Chloe across the crowded room, her bright red dress a beacon amidst the sea of faces. He’d followed her here, drawn by the desperate hope of reconnecting, to reclaim a piece of his forgotten past. Now, however, all he felt was an overwhelming sense of isolation.

He maneuvered through the throng, his heart hammering against his ribs. He approached her, his smile strained, feeling as though he was swimming against a raging current.

"Chloe?" he asked, his voice almost lost in the din.

She turned, her eyes wide and unfocused. She looked him over with a curious, almost detached, gaze.

"Yes?"

"It's Elias," he said, the name sounding foreign on his tongue. He had to force it out. "We… we were neighbors growing up."

Her brow furrowed in confusion. A small, polite smile touched her lips. "I don't think so. Sorry." She glanced away, her attention already drifting. He watched as she began conversing with someone else, her expression animated. Elias felt the blood drain from his face. A wave of nausea washed over him. He felt as though someone had punched him, right in the gut.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

This story is one of 1,000 stories generated for the emotion distressed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 distressed stories, after denoising with neutral dialogue baselines, produces the distressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the distressed vector is projected through the unembedding matrix.

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229