The clipboard slipped from Maya's trembling fingers, clattering onto the gym floor. Her teammates’ celebratory shouts felt like a swarm of angry wasps buzzing in her ears. She stared at the roster, the cruel, neat handwriting of Coach Miller blurring before her tear-filled eyes. Her name wasn't there. All her hard work, the grueling early morning practices, the aching muscles, the sacrifices... all for nothing. A wave of nausea rolled through her. She bolted for the locker room, the metallic tang of sweat and fear filling her nostrils.

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