The knot in Sarah’s stomach tightened with each ping of her phone. Messages flooded in: "Can't wait for your party!" "See you on Saturday!" She stared at the screen, a growing sense of constriction in her chest. Mark's party. Her party. The coincidence was cruel, a twisted joke.

She chewed her lip, the taste of anxiety bitter on her tongue. The table in her kitchen was littered with half-completed decorations. Balloons lay deflated on the floor. Her carefully constructed plans seemed to be unraveling before her eyes.

She abruptly stood, knocking over a glass of water. It shattered, the sound echoing the turmoil within her. "This is a disaster," she whispered, her voice barely audible.

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