He'd waited decades to see it. Now, the sapling was gone, the tree that should have been towering over the small field reduced to a jagged reminder of what was lost. Michael kicked at the dirt, sending a small cloud of dust into the air. His shoulders slumped.

He remembered the day he planted it, his grandfather's smile, the feel of the soil in his hands. All of it, erased.

He took a deep breath, trying to steady himself. This was not a physical assault, but a wound nonetheless. He turned and started walking toward the house, his steps heavy.

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