"That's…that's quite a drawing," Ben said, his voice strained. His niece, Emily, had presented him with another picture. A tall, thin figure with spindly limbs and a permanent frown. He recognized the shape. The colors. The creature's name: Silas. Silas had been his shadow. A friend of his youth. Now, the past was reaching out its skeletal fingers.

He felt a knot form in his stomach. He wasn’t able to look at the drawing for too long. He had to breathe.

He excused himself, retreating to the garden. He began yanking weeds, tearing at the earth with furious energy.

Emotion: irate

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.45

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.430
🤬0.350
aggravated0.343
0.340
0.331
Suppressed:
H-0.292
soon-0.289
☺️-0.289
optimistic-0.258
latter-0.253