Agnes watched, arms crossed, as the enormous oak finally gave way. It had been teetering for weeks, a lumbering green menace against the pale sky. Now, it lay sprawled across Mrs. Gable’s meticulously manicured lawn, a tangle of branches obscuring the prize-winning roses. Agnes clenched her jaw. She’d warned Mrs. Gable. Weeks ago, she'd pointed out the obvious danger. Now, she would have to listen to the woman's self-pity.

The phone rang, shattering the quiet. Agnes let the answering machine pick it up. Mrs. Gable's voice, high-pitched and quivering, filled the living room. "Agnes, darling, the most dreadful thing has happened..." Agnes slammed the phone back onto its cradle. Darling, indeed.

She marched outside, her brisk footsteps crunching on the gravel path. Mrs. Gable was already there, clutching a lace handkerchief to her face. "Oh, Agnes," she wailed, "it's utterly ruined everything."

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