The flickering fluorescent lights in the office seemed to pulse in time with Amelia's racing heartbeat. Another deadline loomed, the spreadsheets screamed for her attention, and the coffee was doing little to calm the internal tremors that shook her. She reached for the book on her nightstand, a familiar comfort. Lately, sleep was a battlefield. It was her partner, Leo's novel. She’d found it hidden under the bed. It was a thinly veiled account of their relationship, but it portrayed her as an obsessive, controlling woman.

She slammed the book shut, the sound echoing in the otherwise silent apartment. Her jaw clenched. The revelation had stolen her appetite, turned her stomach into a tight knot. The words in his manuscript, her portrayal in it, replayed relentlessly in her mind. Her gaze fell on the half-eaten bowl of cereal on the table.

She picked up the spoon, only to put it down again. The cereal held no appeal.

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