The information, delivered in a bland, emotionless tone by the police, struck Clara like a physical blow. Her shoulders slumped. The house, her sanctuary, her refuge from the world, was a… a place of… The words wouldn't form. The image of the crime scene, sketched in cold, clinical detail, flashed behind her eyelids.

She felt a hot, burning sensation in her eyes, but she refused to cry. She’d spent months renovating, transforming the dilapidated house into something beautiful. Now, it felt soiled. She wrapped her arms around herself, trying to ward off a sudden chill. The detective’s gaze was relentless, judgmental. She felt a potent need to get away, to escape the suffocating weight of this revelation.

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