He stood frozen, the words of the elderly man next door, "Your bass is rattling my dishes!" echoing in his ears. His smile felt brittle as he mumbled an apology, a hollow sound swallowed by the afternoon air. The old man, with his furrowed brow and disapproving glare, shuffled back inside, leaving a void in the previously cheerful sunlight.

He went to his studio, but the energy was gone. The drum kit, usually a source of joy, now seemed like a heavy, accusatory presence. He sat on the stool, feeling the wood hard against him, the sticks resting unused in his lap.

He slowly began to dismantle the kit, piece by piece, each click and clack a tiny dismantling of himself.

Emotion: hurt

Cluster: Fear / Anxiety
PC1 (Valence): -2.46 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.412
L0.396
ness0.338
😞0.328
😢0.290
Suppressed:
de-0.643
la-0.402
!-0.259
(!)-0.248
/-0.244