He’d driven for two hours, anticipation bubbling in his chest. Finally, reaching the familiar bend in the road, he pulled over. The spot where he'd planted the weeping willow was barren. A gaping wound in the earth. The air felt thick, suffocating. A furious pulse hammered behind his eyes.

He didn't know what to do with his hands. Clenching them into fists felt inadequate. He kicked at a loose stone, sending it skittering across the dry grass. His jaw worked, grinding his teeth.

He began to pace, his gait erratic. The injustice of it all - a vibrant life, snuffed out without a second thought. A lifetime of memories, reduced to nothing. He needed to understand. He had to know who had done this. He had to.

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