The news punched the wind from his lungs. He sat down abruptly, the chair scraping against the hardwood floor. He felt a cold dread creep into his bones, chilling him from the inside out.

He couldn’t bring himself to look at Mark, whose face, usually so animated, now held a tentative, awkward expression. The comfortable hum of their living room, usually a haven, felt suffocating.

He wanted to scream, to lash out, to deny. Instead, he simply stared at the floor, the intricate patterns of the rug blurring before his eyes. It felt like the world was shifting beneath his feet.

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