John scrubbed at his forehead, the sweat stinging his eyes. He found the list tucked between the mattress and the box spring. It was in Emily’s perfect, looping handwriting. *Ride a Harley Davidson across Route 66.* He felt a pulse hammering in his temple.

He threw the list onto the floor. Dust motes danced in the afternoon sunbeams, momentarily catching his eye. *Write a novel*. She’d always scoffed at his attempts to start a blog.

He stalked across the room, kicking aside a discarded shoe. Why? Why hadn't she ever mentioned any of this? The air felt thick, heavy, like a suffocating blanket. He balled his hands into fists, nails digging into his palms.

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