The rhythmic dripping of the leaky faucet in the kitchen became a personal assault. Elias slammed his fist on the counter, the sound echoing in the otherwise silent apartment. He scrubbed at his temples, trying to rid himself of the headache that had taken root behind his eyes. Sarah, his roommate, had already brought up the idea of getting a cat three times today. Each mention was a fresh jab, a reminder of the furry chaos he anticipated.

He chewed on his lip, his gaze fixed on the overflowing trash can. It was a small apartment, already barely manageable. Adding a creature, a shedding, meowing creature, felt like a sentence. He could practically feel the phantom fur clinging to his clothes, the constant presence of another being.

He had to say no again, he knew. Each refusal felt like a physical exertion, a muscle straining against a heavy weight. He sighed, the sound catching in his throat, and walked toward his room. The thought of facing her again, of hearing her hopeful voice, made his stomach churn.

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