The audacity of it! Mr. Henderson, with his perfect lawn and smug grin, stood at the fence. The sunlight glinted off the manicured grass as he laid out his request. Did he really think she'd just *give* him space?

She gripped the watering can, the metal cool and heavy in her hands. She felt a knot tighten in her stomach. It was like he was spitting on all her hard work.

“I’ll need a decision by the end of the week,” he chirped, oblivious. She wanted to hurl the watering can at his smug face. The thought sparked a surge of heat through her chest.

"I’ll consider it," she said, her voice strained. As soon as he turned and strolled away, she slammed the watering can down with a resounding clang, the sound echoing the frustration that simmered inside.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. 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 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296