The crisp white paper crackled in Eleanor’s trembling hand. The landlord, Mr. Henderson, a man whose smile usually resembled a well-manicured lawn, had delivered it himself. His usual pleasantries were replaced with a stiff nod. She felt a heat creep up her neck, a prickling sensation that traveled to her ears, making them feel swollen. “Unacceptable,” she muttered under her breath, staring at the typed words. She slammed the notice onto the kitchen counter, the force rattling the porcelain mugs.

Her chest constricted. Years she’d lived here, watering the rose bushes, keeping the front porch spotless. She’d even helped Mr. Henderson retrieve his cat from the oak tree last summer. Now, this. She marched to the front door and, with a vicious twist, ripped the welcome mat to shreds. The little terracotta pot containing her prized lavender plant met the same fate.

She grabbed the phone, her fingers fumbling with the numbers. Her lawyer, Mr. Davies, would hear about this, and he would hear about it now.

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