The vibrant colors of the Hindu temple, the smell of incense, the chanting – it was all so foreign, so jarring. His sister, Jessica, had been so excited to share her newfound faith, but he found himself unable to participate, to understand. He shifted uncomfortably on the floor.

He watched her, a smile plastered on her face, as she bowed and offered flowers to the deities. He felt a sharp pang of something he couldn't name. The warmth of the room seemed to suffocate him.

He had always believed in the importance of family, of shared experiences. Now, it felt as though she had shut him out. He followed her outside, the fresh air a welcome relief. He took a deep breath, fighting the urge to tell her how much this hurt.

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