She chewed on the inside of her cheek, a nervous habit that had intensified recently. The incessant barking, followed by the familiar scuttling sound, was like a relentless tickle in the back of her brain. She felt a growing, helpless desperation.

She sank into the kitchen chair, the morning light too harsh, too revealing. The dog, a scruffy terrier mix, was currently attempting to scale the bird feeder, scattering seeds across the manicured lawn. Her hand shook as she reached for her mug of lukewarm coffee, the bitterness of it reflecting the taste in her mouth.

She had to get ready for work, to face another day. But how could she focus, how could she function, with this ongoing, ceaseless disruption? The thought of facing another meeting, another task, felt overwhelming.

She felt a wave of nausea.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion tormented. 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 tormented stories, after denoising with neutral dialogue baselines, produces the tormented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tormented vector is projected through the unembedding matrix.

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354