The carefully curated photographs on the mantelpiece seemed to leer at him. They were the pictures of a shared happiness. The woman that was supposed to share them with him stood there beside him, and her face was a mask of grief that echoed his own. Beside her was another man, who looked just as lost and betrayed. This shared pain was almost worse, because it was a constant reminder of how he'd been used.

He stared at the images, his vision blurring. He grabbed a vase from a nearby table and hurled it towards the wall. The shards of glass scattered across the floor, reflecting the distorted light of his fury.

The other man jumped, then looked at him with an understanding that was almost unbearable. They had to get away from each other. He turned and walked away, not looking back.

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