A wave of heat washed over Michael as he spotted Sarah. His carefully chosen tie suddenly felt like a noose, choking him. He gripped the back of a chair for balance, the polished wood cold beneath his sweating palms. He wished the room would swallow him whole.

“Michael, darling, you look pale. Are you alright?” His date, a bubbly marketing executive, peered at him with concern. He forced a chuckle, hoping it sounded convincing. “Just a little warm, that’s all.” He hoped he was right.

He watched Sarah interact with the bride, her laughter ringing through the crowded reception hall. He remembered that laugh, its melody, its cadence. He remembered everything. He needed to disappear. He excused himself, making a hasty exit toward the men's room, needing a moment to recompose himself.

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