The telephone rang, shattering the quiet of the evening. It was her old friend, Sarah. “Have you seen the invitation?” Sarah asked. “I’m thinking of skipping it.” The thought alone made Lisa's stomach churn.

As she listened to Sarah, she stared out the window. She had worked so hard to leave her high school self behind. Now, she was being asked to revisit it. The idea of being forced to socialize, make small talk and endure the inevitable comparisons with old classmates, made her feel lightheaded.

“I don’t know,” she mumbled into the phone. “I just… I don’t know.”

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309