The musty smell of the basement clung to Ava like a shroud. Her brother, Noah, was rummaging through boxes of old tools, his face alight with excitement. He'd always loved tinkering, always been the hands-on one.

Ava had expected to have some say in things. She had been the one who had spent weekends with her grandmother, listening to stories and sipping tea. But Noah barely glanced her way. He was already planning to convert the basement into a workshop.

Ava's eyes burned with unshed tears. She stood stiffly by the doorway, her arms crossed, listening to the clatter of tools. She hated Noah.

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