He stared at the email on his phone, the words blurring before his eyes. "Another date?" He repeated to himself. He'd been looking forward to this, the picnic in the park with "Jessica". But he'd also already arranged a hike with "Amanda" on the very same day. A cold dread seeped into his bones. He pictured the picnic basket he had prepared, now suddenly feeling weighted with deceit. He slammed his phone shut, a sharp crack echoing in the silent apartment. He really didn't know what to do.

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