"Congratulations, Sarah! This is a fantastic initiative!" The words, spoken by her boss, felt like a slap in the face. Sarah stared at the presentation on the screen, the project she had conceptualized, meticulously planned, and worked on for months, now being presented as the brilliant idea of... a new intern.

She felt a wave of nausea wash over her. Every detail was the same. The same diagrams, the same colors, the same wording. She wanted to scream.

Her jaw ached with the effort of holding back her words, her anger. She watched, silently, as the intern soaked up the praise.

She quickly walked out the door and leaned against the cold brick wall outside. The sting of betrayal was almost unbearable.

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