The card arrived, and Jessica almost threw it away. She caught herself, and then slowly and reluctantly opened it. Her breath hitched in her throat. Her heart beat rapidly. The memories, the judgment, and the anxieties of those years flooded back.

She closed her eyes, and saw the faces of old classmates. She could almost feel the weight of their scrutiny. The thought of having to face all that again caused a wave of nausea to wash over her.

She felt trapped, her apartment suddenly too small, the world too bright, as the date of the reunion drew near.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314