The air in the library felt thick and heavy, like the oppressive feeling that now consumed Eleanor. They hadn't liked it. The years she'd spent crafting her masterpiece, the painstaking research, the sleepless nights – all for nothing. She wanted to throw the letter across the room, to scream until her voice was hoarse. Instead, she buried her face in her hands, the scent of old paper and ink failing to soothe her. She pushed out of her chair, her legs unsteady, and moved, unthinking, towards the exit.

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