The photograph, crisp and bright, showed a smiling family standing in front of the house. That was his place. And now, some *other* family would be making memories there. It was so wrong. John stood motionless, rooted to the spot.

A bitter taste flooded his mouth. He felt a throbbing ache behind his eyes. He focused on his breathing, trying to calm the storm that was rising within him. He wanted to go there, to see it, to… confront it?

He slammed his fist on the kitchen counter, the force shaking the dishes. He had to do something, anything, to alleviate the pressure building inside his chest. He would not allow it to sit idly by.

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