Michael found himself avoiding eye contact with Jake. They were at their usual pub, but the air between them felt thick with unspoken tension. The job at the publishing house was a golden opportunity, and they both knew it.

He took a long swallow of his beer, the cold liquid doing little to soothe the heat that seemed to have built up behind his eyes. He focused on the flickering flames of the fireplace.

Jake finally broke the silence. "So," he began, his voice hesitant. Michael tensed. The sound of the music seemed to fade away. Michael took a deep breath.

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
🎉-0.233
happy-0.231
"-0.228