The world seemed to shrink with each new intrusion. The dog, with its boundless energy and complete lack of self-awareness, was a constant, unwelcome presence. She felt it pressing in on her, stealing her sense of peace.

She slammed the window shut, the sound echoing in the sudden quiet. The dog was outside, barking at its own reflection in the glass. The sheer audacity, the obliviousness, ignited a spark of irritation in her, she did not know why.

She started to avoid her own backyard, choosing the confinement of her house. Even there, the echoes of the dog's intrusions lingered in her mind, a phantom presence. She began to wonder if her sanity was safe.

She made a decision, she would leave. She had to.

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