The sudden lurch had thrown Emily off balance. Now, the elevator was stalled. She watched as the fluorescent lights began to dim, bathing the compartment in an eerie twilight. Her heart slammed against her ribs.

“Everything alright?” David, the quiet programmer, asked in a monotone voice. "Fine," she managed to squeak out, but her voice cracked.

She squeezed her eyes shut, trying to fight back the wave of nausea that threatened to overwhelm her. The stale air was making her feel even worse.

She focused on her breathing, counting slowly to ten, then starting again. Her teeth chattered, despite the lack of cold. She was trapped.

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