“Well, this is just great,” I muttered, kicking a discarded, broken toy truck. The attic was a disaster. Old clothes, boxes overflowing with… I didn't even want to know.

I felt a surge of… something. A kind of simmering resentment at the previous owners. Like they had just walked out and said, "Here, you deal with it."

A thin film of sweat was already forming on my forehead.

I started to furiously sort through the mess, throwing things with a vengeance. Empty paint cans, an old crib, stained curtains—all relics of a life that felt like it was actively trying to annoy me.

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