He was laughing. The sound, a low rumble she knew so well, echoed across the crowded dance floor, vibrating through Leo’s very bones. His smile felt brittle, strained, plastered onto his face like a mask. His grip on the champagne flute tightened, knuckles white.

He avoided looking in their direction. He was certain that if he did, he would freeze in place, trapped, unable to function. Instead, he forced himself to focus on the bride, beaming under the lights. He took a long, slow sip of the champagne, letting the cold liquid slide down his throat, attempting to soothe the sudden dryness.

He excused himself to step outside for a breath of air. The night was crisp, a welcome contrast to the overheated ballroom. He leaned against the brick wall of the building, the cool surface against his forehead. He closed his eyes, willing the churning in his stomach to subside, praying the dizziness would fade.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290