The empty space. That's what it was, just an empty space where the cherry blossom used to be. A constant, unwelcome reminder. The sun felt wrong, the birds' songs felt wrong, everything felt tainted.

She went to her room, locked the door. She sat on her bed, her mind a whirlwind of bitter thoughts. She picked up the guitar, the instrument she used to play under the tree, but when she attempted to play a chord, nothing came out. The emptiness, she realized, had invaded everything.

Emotion: hateful

Cluster: Anger / Hostility
PC1 (Valence): -1.71 Negative
PC2 (Disposition): 2.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.553
S0.367
retali0.313
aggravated0.310
0.308
Suppressed:
la-0.334
own-0.310
optimistic-0.270
been-0.264
gradual-0.262