The elevator ride felt interminable. David kept punching the button for the ground floor, as if that would somehow speed things up. The news had spread like wildfire. The company was being bought out. He’d seen the announcement on Slack, a terse, professional missive that felt somehow impersonal.

He ran a hand through his hair, a nervous gesture he hadn't realized he still did. The elevator finally chimed, and he stepped out into the lobby. Sunlight flooded the space, momentarily blinding.

He felt a compulsion to avoid people, to not make eye contact. He wanted to go home, but he forced himself to walk toward the cafeteria. He needed something, anything, to distract him from the sudden hollowness that had opened up inside him.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
πŸŽ‰-0.233
happy-0.231
"-0.228