The phone vibrated on the table, the notification flashing: "New Email." David froze. He was preparing dinner, a simple pasta dish, but now he was struggling. He couldn’t bring himself to reach for the phone. His palms were already slick with sweat. He should just ignore it, right? Pretend it didn’t exist.

He pictured the email, the sender, the subject line. He knew what it would be about. His breath came in short, shallow gasps. The memory of the incident, once dimmed, surged back with a painful clarity. He was suddenly aware of every tiny detail around him, the clatter of the pans, the ticking clock on the wall.

He eventually picked up the phone, and with a shaky hand, clicked on the email. His muscles tightened as he started to read. He felt as though the world was closing in. He felt a deep ache in his chest.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256