"They're *mine*," Eleanor thought, a hard set to her jaw as she observed her son's rapid adoption of her love for birdwatching. For years, she'd risen before dawn, binoculars in hand, documenting the local avian life. Now, Thomas was already outside with his own fancy equipment.

Thomas, oblivious, held up his camera. "Look, Mom! Another rare warbler! Isn’t it gorgeous?"

Eleanor, her usual warmth noticeably absent, peered at the photo. "Yes, it's… nice." The monosyllabic response was a stark contrast to her usual enthusiastic descriptions.

She found herself deliberately delaying her own morning excursions, wanting to avoid her son’s constant presence. Each new species he identified, each comment about the clarity of his photographs, felt like a deliberate jab. The air around them crackled with unspoken tension.

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