The piano keys gleamed under the soft lamplight, and the melody her daughter was playing, a simple sonata, grated on Eleanor's nerves. The sound filled her ears, a constant reminder of the life that was no longer hers. Years of practice, competitions, recitals. It had been her everything.

Now, it was Emily's. The girl, all of ten years old, was a prodigy, her small fingers dancing across the keys with uncanny grace. Eleanor watched from the doorway, her jaw clenched, her hands balled into fists.

She took a step back, the sound of the piano chords pressing against her skull. The child was so talented, so eager, so... her. The thought sent another surge of that acidic feeling through her. She felt like something had been stolen.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273