The headache had already settled in behind her eyes, a dull throb that worsened with each clang. She'd been up since dawn, battling with a stack of invoices, and the cacophony next door was the final straw. She pressed her fingertips to her temples, trying to find some semblance of calm.

The incessant banging made it impossible to concentrate. She slammed her laptop shut, the abrupt action a frustrated outburst. Her breath hitched. She needed air, something, anything to break the tension.

She grabbed her keys and fled the apartment, the thudding in her chest echoing the building noises she just escaped. The fresh air outside did not help. She walked fast, her steps echoing on the sidewalk. She needed it to stop.

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