The air conditioning hummed, a monotonous drone that did little to soothe the tension building in Miles. He had spent the entire afternoon watching his niece, Violet, playing, her face lit with genuine happiness. But Miles couldn't shake the feeling of disquiet that came from the drawings. Bartholomew was the reason.

He had tried to be casual, to act like it was normal. He had asked Violet about her imaginary friend, feigning interest. But inside, he was a cauldron of emotions.

He got up and walked to the window, staring out at the garden, his hands clenched into fists. He had to be calm, to suppress the urge. He had to be strong. He took a deep, calming breath.

Emotion: mad

Cluster: Anger / Hostility
PC1 (Valence): -1.94 Negative
PC2 (Disposition): 1.26

Role in Research

This story is one of 1,000 stories generated for the emotion mad. 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 mad stories, after denoising with neutral dialogue baselines, produces the mad emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the mad vector is projected through the unembedding matrix.

Promoted:
C0.448
0.344
est0.340
🤬0.336
aggravated0.332
Suppressed:
a-0.495
de-0.485
la-0.387
H-0.344
latter-0.290