The relentless silence of the apartment was crushing. Empty walls. Empty rooms. He couldn’t shake the feeling of being utterly adrift. The lack of noise felt deafening and suffocating.

He’d ventured out, seeking some kind of distraction, anything to break the monotony. A few houses down, a yard sale was in progress. He wandered through the stalls, avoiding eye contact, keeping his head down.

Then he saw it. A threadbare, nearly bald teddy bear, crammed between a chipped vase and a stack of old magazines. It was Bartholomew, his confidant, his silent friend. A wave of dizziness washed over him. His hands started to shake uncontrollably. He gripped the edge of the table, trying to steady 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