The vibrant, cheerful music blasting from the speaker felt like a cruel irony to Chloe. A dull throb pulsed in her temples. She tried to organize the place settings, but her hands fumbled, dropping a fork. It clattered to the floor, the sound oddly loud in the otherwise quiet room.

She picked up the fork, her fingers numb. Saturday. The date loomed, a menacing shadow cast across her anticipation. She had spent weeks planning, but all of it felt threatened, undermined.

She found herself unable to breathe properly. She pressed a hand to her chest, feeling a knot tighten in the space.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169