The air in the living room was thick with unspoken tension. Eleanor shifted uncomfortably on the floral-print sofa, the very cushions that her grandmother had so lovingly preserved. Her brother, Richard, was cheerfully explaining the benefits of selling the house.

Sell it. The casualness of the statement was infuriating. Eleanor had spent her formative years here. She'd climbed the ancient oak tree in the backyard, read countless books in the sunroom, and whispered secrets to her grandmother in this very room.

She focused intently on the intricate pattern of the wallpaper, willing herself not to react. Richard’s words were a direct affront to everything she held dear. Her throat felt tight.

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