He grabbed the drawing, crumpling it almost reflexively. The paper tore under the force. Thomas's knuckles were white. He was standing in the hallway, looking at his nephew, Alex’s, drawing. It was him. Or, the *it* from his childhood. The creature with the unnaturally long arms and unsettling smile. How? He wanted to question his sister, to demand an explanation. But her gentle nature, the very characteristic he loved, had always shielded her from his own darkness. He needed to leave, to get away from these drawings. The presence felt far too real.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256