The vibrant green sapling he remembered was now just a stump. The air turned heavy in his lungs, and he felt a pressure behind his eyes. Mark's fists clenched so tightly, the nails threatened to break the skin.

He wanted to scream at the sky, at the world, at anyone who would listen. He hadn't wanted to come back, but this was a reminder of a happier life. Now, that memory was gone.

He pulled out his phone, his fingers fumbling on the screen. He needed answers. He needed to know who had been so careless. He found the real estate agent's number and, with a shaky hand, made the call.

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