The old photographs spilled across the table, a sepia-toned kaleidoscope of smiles and sunny days. Sarah was pointing out the picture of their first concert, gushing about the roaring crowd and the electrifying music.

David felt a cold sweat break out on his forehead. The images swam before his eyes, blurring the edges of the room. He remembered the crushing press of the bodies, the deafening noise, the way the air had seemed to thicken, making it hard to breathe.

β€œThat was the best night ever, right?” Sarah said, her voice brimming with excitement. He nodded, unable to meet her gaze, the taste of bile rising in his throat. He wished he could just vanish.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294