She heard the opening chords and felt a sudden chill, despite the summer heat. It was “Ghostlight,” the song that defined her career, and it was being sung by a blonde, bubbly pop starlet at a charity gala. Amelia’s fingers, normally graceful, were now twisting the strap of her clutch.

She wanted to vanish, to burrow into the plush velvet of the curtain behind her. The singer's performance was a sugar-coated parody of her original, melancholy composition. The light, airy arrangement felt wrong. It was a mockery of the darkness she had woven into the lyrics. Amelia’s chest constricted, a physical manifestation of her mounting frustration. She had to walk away. She had to. She pushed through the crowd, unable to meet anyone's eye.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296