He stared at the television screen. There it was: his song, the one he had slaved over for months, now the soundtrack to a commercial for dog food. The jaunty melody, the perky singer… it was an abomination. His stomach churned.

He felt the rage bubble up, a volcanic eruption threatening to consume him. He wanted to smash something, anything. He paced his living room, muttering under his breath. The commercial played on, each line of his song delivered with nauseating enthusiasm.

The final shot was a golden retriever happily munching on kibble, and the credits rolled. He slammed the remote against the table, the plastic shattering, and fled into the night, the image of the dog and the ruined song burned into his mind.

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