The elevator doors opened, and David stepped out, his usual pep missing. The polished lobby felt sterile, and he felt cold even though it was summer. He spotted Michael, his replacement, already at his desk. A knot tightened in his gut.

"Alright, Michael, let's go over the monthly reports," David said, his voice strained. He felt like a stranger in his own office, a ghost watching someone else take his place.

He avoided eye contact, focusing instead on the spreadsheet, as if by studying the numbers he could somehow make everything alright. But the numbers blurred, the letters dancing before his eyes. It was difficult to focus.

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