The attic was stifling, the heat oppressive. The scent of dust and decay filled her nostrils. She took a slow, deep breath, trying to tamp down the rising heat.

There was a collection of old holiday decorations. She sifted through them, finding a broken Santa Claus, a string of tangled lights, and a box of worn-out ornaments.

She felt… a prickle of annoyance. A deep, unpleasant sensation that started in her stomach.

She just wanted to be done with it all. The utter disregard for the space, the clutter… it felt like an attack.

She tossed the box of decorations aside. "Ugh." She threw her hands in the air and then brought them down to her sides.

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