The discovery sent a tremor through David. The time capsule, uncovered during renovations in his new apartment, was a jarring intrusion. He examined the contents with growing unease. He'd lived a life carefully constructed, each choice meticulously planned.

Inside the capsule, a photograph of him stood out, posed awkwardly with a girl, her face blurred. A cheap concert ticket, dated 20 years ago, was present too. He didn’t remember any of this. A burning heat rose in his chest.

The contractor, a young man with a constant grin, came over to see what he had found. "Cool, huh? History." He picked up the faded photo and chuckled. David snatched it from him, his knuckles white. "Get back to work," he snapped. He went into his office.

Emotion: offended

Cluster: Anger / Hostility
PC1 (Valence): -1.20 Negative
PC2 (Disposition): 1.44

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.348
0.266
😡0.260
🤬0.259
0.257
Suppressed:
adventurous-0.225
давно-0.219
soon-0.210
🤩-0.207
warmly-0.203