The workshop was a mess. Tools scattered, half-finished projects strewn across the workbench. His grandfather, Silas, was a master carpenter, and for years, he had shared his knowledge with Ben, patiently guiding him, teaching him the secrets of the trade. Now, the workshop was silent.

Ben ran a hand through his hair, his face a mask of disbelief. He found a note taped to the vise. It simply said, "Gone to the mountains. Take care." No explanation, no farewell. Ben clenched his fists. The deliberate avoidance of any kind of acknowledgment stung deeply. He felt the familiar heat rising in his cheeks.

Emotion: insulted

Cluster: Anger / Hostility
PC1 (Valence): -0.98 Negative
PC2 (Disposition): 1.46

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.354
0.277
0.267
C0.237
🤬0.233
Suppressed:
own-0.325
давно-0.229
adventurous-0.223
soon-0.219
optimistic-0.217