I was trapped. He was standing near the buffet table, and I was cornered near the dance floor. The happy music felt like a mocking soundtrack to my discomfort. My body began to feel heavy, as if weighted down by invisible chains.

I fidgeted with my dress, suddenly acutely aware of every seam and stitch. My attempts at a smile felt brittle and unnatural. The air felt thick, making it difficult to breathe.

My gaze darted around the room, seeking an escape, a friendly face, anything to break the tension. My heart felt like it would explode from my chest. I wanted to run, to scream, to disappear.

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