The flickering fluorescence of the bank’s security camera seemed to pulse with her heartbeat. Sarah wiped clammy hands on her jeans. A small, innocuous savings account, listed under a pseudonym, with a balance that… well, it was more than their combined retirement funds. She felt a cold wash over her, a sudden, debilitating chill despite the stuffy air. "Everything okay, ma'am?" the teller asked, her smile tight. Sarah mumbled something about needing a pen and paper, then fumbled for the exit. Outside, the world felt too bright, too loud.

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