"Well, this is just great," Claire muttered to herself, staring at the screen. It was Gary, the boy who’d spread rumors about her in middle school. The blood drained from her face. She felt a sudden, heavy pressure in her chest.

She stood up abruptly, knocking over her coffee cup. The brown liquid spread across the desk, a silent, messy consequence of the intrusion. She paid no mind to the spill. She felt a powerful impulse to flee, to disappear.

She wanted to scream. Instead, she took a shaky breath, trying to regain some semblance of control. She grabbed a towel and began to furiously wipe up the mess. The action was more a distraction than a solution, an attempt to anchor herself to the present.

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