"Start a business." "Adopt a dog." "Find a purpose." The handwriting, meticulously neat, was his wife, Emily's. He found it in a drawer, along with a stack of unopened mail. Michael ran a hand over his face. He felt exposed. He was certain he was a failure.

He paced his small apartment. Their shared life felt like a carefully constructed illusion. The dog. They had never talked about a dog. He stopped, breathing heavily.

He walked into the kitchen, picked up the phone, and tossed it into the sink. He started the water. He watched as the phone slowly became enveloped by the rising water. The world slowly turned to silence.

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