The cramped apartment felt stifling as Maya held the letter. It was a draft to a potential employer, written years ago, detailing the myriad reasons she felt she deserved the job. The bravado, the exaggerations, the desperate pleas for validation… they made her stomach churn.

She paced the length of her tiny living room, the letter clutched in her hand. The image she'd tried to project, the polished professional, crumbled under the weight of her younger self’s insecurities. It felt like an invasion of privacy, this glimpse into her past ambition. She hated the way she tried to sell herself and felt shame that she ever had to.

She flung the letter onto the floor. It was a reminder of her past failures. She kicked it under the couch, hoping it would disappear. The memory of the interview, the crushing disappointment when she didn't get the job, resurfaced, sharp and bitter.

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