"Could you, um, maybe turn it down a little?" The words felt clumsy as they escaped Clara's mouth. She stood in her doorway, clutching her cardigan tightly, the fabric bunched in her fist. Her throat felt tight, and she could barely meet the gaze of the young man who answered the door.

His response, a dismissive shrug and a mumbled apology, did little to soothe the growing tension within her. The air around her prickled with a feeling she couldn't name. Her fingers fumbled with the buttons of her cardigan, the small, repetitive movement failing to center her. Her vision swam.

Returning to her apartment, she felt an unbearable pressure build. She slumped onto the sofa, the plush cushions offering no comfort. She felt a knot in her stomach twist tighter. She closed her eyes and the sound invaded her thoughts. "No, no, no," she whispered, her voice cracking.

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