Her breathing was shallow, rapid. The argument with Alex had been particularly heated. She felt the familiar sting of tears pricking her eyes, a physical manifestation of her emotional exhaustion. She hated feeling this way. She was usually so in control.

The apartment felt too small, too filled with the unspoken resentments that festered between them. She picked at a loose thread on the sofa, her fingers fumbling, unable to find purchase. The world around her seemed to spin, colors blurring at the edges.

She needed to get out.

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