"Did you hear?" Sarah's colleague, Mark, whispered, his voice low and strained. Sarah nodded slowly, her throat constricted. She’d been dreading this moment. The whispers had been growing louder. The signs had been there.

Her appetite vanished. Lunch, her favorite part of the day, was suddenly repulsive. She picked at her sandwich, unable to swallow. The air seemed thin, as if the oxygen had been depleted.

She kept checking the company directory, her eyes flitting from name to name, as if she could glean some understanding from the faces staring back at her. She felt like a tightrope walker, the wind picking up.

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