A cold dread settled in Sophia’s bones as she reread the email. The carefully crafted decorations, the expensive venue, the meticulously planned speeches – all down the drain. The pressure in her head mounted. She sat on the couch, the plush fabric feeling scratchy against her skin.

Her fingers danced nervously over the armrest. Her breathing grew shallow and erratic. She felt a burning sensation behind her eyes. She wanted to yell, to break something. She bit down hard on her lip, tasting blood.

She stood up abruptly, pacing the room, searching for something, anything, to ground her. She needed a way to control the chaos inside.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169