The screen glowed in the darkness, the harsh light reflecting in his narrowed eyes. He reread the articles again and again, each time the facts hitting him with the force of a physical blow. The writer he had idolized, whose stories had moved him to tears, was exposed. Charles Blackwood had been a fraud. He had plagiarized his way to fame.

He switched off his computer, the sudden darkness amplifying the silence of his small apartment. He felt a knot in his stomach, a tight, burning sensation that wouldn't subside. He rose, pacing restlessly. This wasn't just disappointment; it was something far worse. A sense of betrayal. He felt sick.

Emotion: grumpy

Cluster: Anger / Hostility
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 0.64

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
👎0.232
either0.230
😠0.227
C0.226
:(0.216
Suppressed:
超越-0.206
newfound-0.197
স্বীক-0.195
खोले-0.192
অপহরণকারীদের-0.184