The vibrant colors of the living room felt muted, faded. Lisa stared at the screen, the details of the secret account of her son, Ben, washing over her. The content of his account was not what she expected, nor did she know what to make of it.

She hugged herself, a futile attempt to ward off the chill that had settled deep within her. The world felt disjointed, out of focus. She felt…uneasy.

The thought of discussing it with her husband, Mark, filled her with a sense of dread. Their relationship had been under strain lately, and this felt like fuel on a fire. She felt ill prepared.

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