The email sat in Eleanor’s inbox, a stark white rectangle promising news. She hadn’t opened it yet. The cursor blinked mockingly, a tiny strobe light of potential rejection. Her palms were slick, and she rubbed them against her jeans, a nervous tic she’d developed over the past few weeks.

She kept replaying the interview in her head, cringing at a perceived stumble over a question about her previous role. She'd been so sure, so convinced she'd aced it. Now, doubt gnawed at her, a constant internal tremor.

A notification popped up, a message from Liam. "Heard anything yet?" it read. A wave of nausea washed over her. She typed back a curt "Not yet." before slamming her laptop shut. The silence in her apartment suddenly felt oppressive.

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