"Reunion?" Lisa repeated aloud, her voice strained. She stared at the invitation as if it were a venomous snake. She felt a chill run down her spine. The glossy paper felt cold against her fingertips.

She was suddenly acutely aware of every perceived imperfection: a wrinkle here, a gray hair there. She began to scrutinize her reflection in the mirror, searching for any signs of her past mistakes.

She felt a strange disconnect from her present self, a sense of being judged by a younger version of herself. She wanted to disappear, to avoid the inevitable comparisons and the scrutinizing gazes. She felt a familiar hollowness begin to bloom within her.

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