The afternoon sun streamed through the blinds, casting long shadows across the living room. Sarah fidgeted with the hem of her shirt, her leg bouncing restlessly. She’d been irritable all week. She watched her partner, Michael, constantly checking his phone, leaving the room to speak on it. She caught snippets of hushed conversation that she didn't understand. She felt her throat constrict, a burning sensation clawing its way up her neck. Every shadow seemed to be a threat, every sound a potential betrayal.

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