"Again?" Leo's voice was a strained whisper, barely audible above the din. His wife, Maya, had been working double shifts for weeks, and the constant noise from next door was making him snap. His hands were clasped so tightly together that the knuckles were almost white.

He felt a familiar heat rise in his chest. A dizzying wave of anger washed over him. He hated the way it turned his insides all hot and bothered. He could feel the pulse in his temples throbbing, matching the rhythm of the music.

He stood and walked towards the door, his gait stiff, his movements jerky. He was going to say something, he told himself. He had to. He reached for the handle, his fingers trembling, and hesitated.

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