The archaeologist, Dr. Evans, carefully brushed the last bits of earth from the time capsule. This dig was supposed to be his magnum opus, a culmination of his life's work. The metal box was small, almost insignificant. "To the next generation, if there is one." The note was childish, the handwriting scrawled.

Inside, nestled amongst a handful of tarnished coins, was a single, crumpled piece of paper. On it, in block letters, was scrawled: "Don't screw it up." He stared at it for a long moment, the blood draining from his face. His carefully planned lecture tomorrow, the keynote address at the conference – all seemed to crumble. He felt a profound hollowness in his chest. He shoved the capsule back in the hole, kicking the dirt back over it with a savage energy.

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