The wind howled, a banshee wail ripping through the neighborhood. Arthur watched from his kitchen window, sipping his tea. He’d known, of course. That ancient oak next door, its gnarled limbs reaching towards his roof, had always worried him. He’d even mentioned it to Mildred, his neighbor, a few times. Now, crack! The tree was down, a chaotic mess of branches and splintered wood.

Arthur stretched, a slow, deliberate movement. His shoulders felt loose, relaxed. He put down his cup, picked up his phone, and strolled outside, a jaunty whistle escaping his lips. He'd never liked that tree.

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.514
la0.457
😎0.400
happy0.394
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453