The confetti cannons sat inert, symbols of the celebration she had hoped for. The hall was too large, the music too loud. She felt exposed, vulnerable. Her friend's party at the exclusive nightclub, the same day, was the talk of everyone in the group.

She kept adjusting her dress, pulling it tighter, feeling it constrict. Her smile felt fixed, unnatural. The few guests who had come whispered amongst themselves. The air felt heavy, suffocating.

She wandered towards the balcony, needing air. The city lights blurred through her tears. The music, a thumping beat of joy, felt like a mocking echo of her loneliness.

She leaned against the railing, the cold metal a small comfort. She was completely alone.

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
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294