The phone vibrated on the table, another email notification. Sarah ignored it. The notification was a reminder of the condo conversion. She let out a long, slow sigh, the air escaping her lungs with a quiet hiss. Her apartment, her sanctuary, now felt tainted, an obstacle to her life.

She picked up her phone, intending to call her friend, but then put it back down. The effort of explaining, of reliving the feeling of helplessness, was exhausting. She wandered around her living room, aimless. The ticking of the clock felt amplified, each tick a reminder of the passing time, and a deepening feeling of uncertainty.

She rubbed her temples, trying to massage away the tension that was building, and let out another sigh. The thought of starting over, of finding a new place, of the unknown, was unbearable.

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