The muscles in his neck were coiled, tight as steel. Richard stared at the offer sheet. The words seemed to mock him, the perfect alignment of the font a taunt. All his striving, his unwavering loyalty. Down the drain.

He felt the familiar burn in his chest, a hot tide rising. He’d meticulously planned, executed, and excelled. Yet, the reward had gone elsewhere. He slammed his fist down on the desk, the sound swallowed by the general hubbub.

He rose, pushing back his chair so hard it scraped against the floor, a sound that seemed unusually loud. The smiles directed towards David felt like a personal affront. He needed to be anywhere but here, to escape the suffocating weight of this disappointment.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285