The photographs were spread across the kitchen table, their faded colors mocking her. Emily felt a slow burn start in her chest. Her mother, the woman who had always lamented her failed dreams, was in these pictures, looking happy and fulfilled, doing things that contradicted the narrative she'd been told.

She pushed back from the table, suddenly unable to stay. The carefully constructed image of her mother as a victim felt like a personal attack.

She grabbed her keys and left. She knew the photos had changed everything. She was uncertain how to proceed. She felt betrayed.

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