"Did you hear?" The words, whispered across the office floor, amplified the buzz in Ben's ears. He felt a pressure building behind his eyes. He leaned back in his chair, trying to appear calm, but his knuckles were white as he gripped the armrests. He had put in ten years, his career. Now, this was it?

He wanted to argue, to deny it, but the email sat there, a digital testament to his demise. The air conditioning blasted, but he felt a molten heat crawling under his skin. He needed to get out, away from the suffocating presence of the impending change.

He stood up, shoving his chair back with a loud screech. He walked towards the fire exit, needing fresh air. As he pulled the door open, he slammed it shut again when he thought of all the people who were also going to be affected.

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