He saw her across the crowded bar, and a surge of unexpected joy coursed through him. "Isabelle?" he'd called out, a smile spreading across his face. She turned, and a flicker of… something passed across her features. Then, her brow furrowed. "I'm sorry," she said, her voice soft, "you must have me confused with someone else." A cold knot tightened in Mark’s stomach. He took a long, slow swallow of his drink, the alcohol doing little to soothe the sudden, raw ache. He felt exposed, vulnerable, standing in the middle of the noise and the light. He squeezed his eyes shut for a moment.

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