She looked at the card, the generic design and impersonal message felt like a slap in the face. She felt a stinging sensation behind her eyes, the beginning of tears. Her mouth tightened into a thin line. It made her feel… small.

She ripped the card in half, then tore the halves into smaller pieces. She threw the pieces in the trash and then stormed into the living room and threw herself onto the couch.

She reached for the remote, switching on the television, but she couldn't focus on it. Her thoughts kept returning to the card. It all felt so inconsiderate.

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