The notice, a stark white rectangle, was plastered right on her door. It felt like a personal insult. She ripped it down, crumpling the paper in her hand with a violence that surprised even herself. The audacity! After five years of meticulously curating her space, of transforming the chipped walls and creaky floors into a home, they were going to boot her out. She flung the paper into the overflowing recycling bin, the sound a frustrated thud against the metal.

She marched down to the building management office, her footsteps echoing a staccato rhythm on the worn linoleum. The receptionist, a young woman with a bored expression, looked up slowly. "Yes?" she asked, her voice flat. "I want to speak to Mr. Henderson immediately," she stated, her jaw tight.

"He's in a meeting." The receptionist’s voice remained unchanged. Her fingers remained tapping against her keyboard. "Then I'll wait," she retorted, her arms now crossed. She sat in the stiff, plastic chair, fuming silently as she contemplated the indignity of it all.

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