"This can't be happening," Clara muttered to herself, her voice barely a whisper. The screen displayed the online journal, the article that was *hers*, except with someone else's byline. She felt a burning sensation in her chest, a pressure building. She had spent countless hours researching and writing, and now some fraud was taking credit.

She rose from her chair, her legs suddenly shaky. She started to pace. Back and forth, back and forth. Her phone buzzed; a message from a friend congratulating her on the publication. She slammed her fist against the desk, the impact stinging her hand. The desk, her research, her work... all the things she had poured her heart into, were now someone else's.

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