The waiting room was a sterile expanse of beige, the silence broken only by the rhythmic ticking of a clock that seemed to amplify her unease. He was late, predictably so, and the receptionist had the gall to ask if she was "feeling alright, dear?" as if her flushed cheeks and rapidly tapping foot were a source of amusement. Finally, he strode in, all apologies and a dazzling smile, utterly unaware of the storm brewing within her. His casual mention of "the usual" and his breezy assumption that they were in this together was the final straw. She rose abruptly, pushing back the chair with a screech that echoed in the quiet space, and stalked towards the window, staring out at the rain-slicked street.

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