He felt the muscles in his jaw clench, his teeth grinding together. He stared at her, Amelia, and the smile on her face seemed to taunt him. He'd tracked her down after decades, hoping to recapture a piece of the past, only to have it evaporate before his eyes.

"We used to build treehouses together," he said, his voice hoarse, as he stared at the woman across the table. "Remember the one with the hidden compartment?" Her face remained blank, devoid of any recognition.

The restaurant, previously a place of vibrant energy, now felt like a pressure cooker. The clinking of silverware, the murmur of conversations, all seemed to amplify the silence in his head. He wanted to shout, to shake her, to make her *remember*.

He rose from the table so fast that he nearly overturned the table. He threw some bills onto the table and walked away. The exit was the only thing on his mind.

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