The email notification popped up on his screen, the subject line a brutal punch to the gut: "Important Notice Regarding Your Tenancy." He clicked it open, his breath hitching as he scanned the words. Condo conversion.

He closed the laptop with a snap, the sound echoing in the sudden, absolute silence of his apartment. He was trapped. The air in his lungs felt thin, inadequate. He needed to *do* something.

He started cleaning, scrubbing the already spotless surfaces with furious energy. The familiar, rhythmic movements were a futile attempt to regain control. His jaw was tight.

He looked around, his gaze darting from object to object, as if memorizing every detail, desperate to hold onto these possessions forever. He saw the world through a tunnel, and the walls were closing in on him.

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