The silence of the late afternoon felt heavier than usual. David wandered through the house, each room seeming to echo with unspoken accusations. He’d found the manuscript tucked away in a drawer, the pages detailing his "obsession with perfection." He couldn't stop replaying the words, each sentence a blow. He ran his hand over the smooth countertop, seeking some kind of anchor in the familiar surroundings. His stomach churned, and a wave of nausea washed over him, leaving him shaky and weak.

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