The package was small, unassuming, but it radiated a sense of utter wrongness. "For Mr. Henderson," the address declared, a name that brought a bitter taste to Chloe’s mouth. Mr. Henderson had been a nightmare, a grumpy old man who complained constantly.

She placed the package on the kitchen table, her gaze fixed on it with a mixture of annoyance and suspicion. What could he possibly have ordered? A new hearing aid? More prune juice?

She reached for a knife, slicing the tape with a deliberate, almost violent motion. Inside, nestled in crumpled newspaper, was a single, wilted flower. A single, pathetic daisy. She felt a profound sense of... she couldn't even name it. It was like a knot tightening in her stomach.

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