From the moment he saw them on the doorstep, it had felt like a slap in the face. The sunflowers, arrogant and brazen, practically screamed their presence. David scowled, his shoulders stiffening as he bent to pick them up.

He carried them inside, the scent of the petals heavy and oppressive. He imagined the person who had sent them, smugly watching from afar, enjoying his reaction. His jaw clenched. He was supposed to be the recipient of grand gestures.

He slammed them onto the kitchen table, the sudden noise echoing in the quiet house. He felt a surge of indignation. The blatant disregard for his feelings was almost comical, yet he was also acutely aware of a growing ache in his chest.

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