He ran a hand through his already disheveled hair, the strands catching on his calloused fingertips. The proposal for a cat, in his mind, had been a simple solution to the echoing emptiness of their shared apartment. Now, the ticking clock in the kitchen seemed to amplify his anxiety. The deadline for the presentation loomed, and the cat-less apartment was a constant reminder of the hurdle in front of him.

He paced the length of the living room, the worn rug offering no comfort to his restless legs. His stomach felt tight, a knot of worry that wouldn’t unravel. "I just don't understand," he muttered, mostly to himself. "What's the problem?"

He had to persuade her. He had to. Otherwise, he was doomed to another month of solitary meals and a relentless, pervasive solitude.

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