The coffee cup slipped from his grasp, shattering on the tile floor. He stared at the mess, his mind blank. The noise had been going on for hours, a relentless, throbbing pulse.

He began to tremble, his hands shaking so violently he couldn’t pick up the pieces. He ran a hand through his hair, his breath coming in ragged gasps. The anger was there, bubbling just below the surface, but it was overshadowed by something else, a deep, pervasive feeling.

He sank to the floor, curling into a ball. He felt small, insignificant, crushed by the weight of the sound. He closed his eyes, wishing he could just make it all go away.

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