The aroma of freshly baked cake, now sickening, filled the air. Clara had spent the entire day preparing, her excitement bubbling over. The news, delivered with a casual shrug, hit her like a physical blow. Her shoulders slumped; she felt a heavy, crushing weight settle upon her.

She stared at the perfectly frosted confection, the candles unlit, the message "Happy Birthday" now cruelly ironic. She took a deep breath, fighting back the rising tide of emotions, and methodically began to scrape the frosting off the cake, a bleak and pointless ritual.

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