He waited, the cafe buzzing with chatter, the aroma of coffee filling the air. He had meticulously planned this meeting, wanting to rekindle their friendship. Now, however, the anticipation twisted into a painful knot in his stomach. He saw Olivia walk in, her face radiant.

"Olivia?" he asked, his voice strained.

She turned, her eyes scanning the room. When her gaze finally landed on him, she gave a polite, but completely blank, expression. His stomach dropped.

β€œYes?” she asked, her voice was neutral.

"It's Mark," he said, his voice barely above a whisper. "We… we used to build castles at the beach." He recalled the day he helped her. The joy on her face. Now, nothing.

Her expression remained unchanged. "I don't know you." She turned her head and scanned the room, looking for her friend. Mark felt the world around him tilt. He sat, stunned and alone.

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
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229