The phone rang, shattering the silence of the shared living room. Michael jumped, dropping the remote control. He scrambled to pick it up, his heart thudding against his ribs. The sound felt like a personal attack.

It was his sister, checking in. Another probing question about his job search, another gentle reminder that he was ‘taking up space’. He forced a smile, his voice strained as he gave a generic response. He was weary of the pity, the concern, the constant reminders of his situation. He rubbed his temples, a dull ache throbbing behind his eyes. He wished the sun would finally set.

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