The attic air hung thick with dust motes dancing in the lone sunbeam. Clara, nose wrinkling, coughed, waving a hand in front of her face. She’d promised her brother she’d sort through their mother’s things. Her fingers, sifting through a box of old papers, froze. A crisp, yellowed envelope stared back at her. Inside, a typed letter. “Resignation of Employment.” The name at the top was her mother’s. But the date… it was from a time when Clara was still a toddler.

Her jaw tightened. Her breath caught. She scanned the letter, each sentence a fresh sting. The reason? “A more fulfilling life.” What was wrong with her? What was wrong with *them*? A life spent, apparently, not enough.

She slammed the lid shut, the sound echoing in the stillness. A familiar heat crept up her neck, spreading to her cheeks. She kicked at a dusty trunk, the metal groaning in protest. This was unfair. Utterly, completely unfair.

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