Her hands trembled as she deleted the email. It was a digital erasure, a futile attempt to make the rejection disappear, but the words were burned into her memory. She felt the sudden urge to run, to escape.

She grabbed her coat and practically sprinted from her apartment, the cool air hitting her like a slap. She started walking, not knowing where she was going, her pace quickening with each step.

She walked until her legs ached, until the setting sun cast long shadows, until she felt a sense of exhaustion finally begin to replace the churning in her stomach. Even then, the words, those carefully constructed phrases of polite refusal, still echoed in her mind.

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