The weight of the box felt disproportionately heavy as Daniel dragged it into the living room. His mother, beaming, had followed him, eager to help. He forced a smile.

He unearthed a series of elaborate, color-coded notes he’d taken in high school. The detail was almost obsessive. He remembered the pressure he’d felt, the need to achieve, to impress.

He stumbled upon a math test, marked with a red pen and a very unflattering grade. His chest constricted. He remembered the feeling of failure, the disappointment. The air felt thick.

"Remember this?" his mother asked, her voice brimming with pride.

He busied himself with the next box. “Yes, Mom,” he replied, his voice strained. “Let’s… let’s just keep going.”

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