"Damn it," I muttered, the curse a dry, scratchy sound in my throat. The colossal crash woke me from a troubled sleep, a familiar cold dread spreading through my limbs. I peered through a gap in the blinds and saw the devastation. Mr. Henderson's prize-winning maple, the one he spent hours fussing over, lay sprawled across his lawn, branches splayed like broken arms.

My stomach lurched. The sheer futility of it all was overwhelming. I knew he was going to come knocking, expecting help. The prospect of forced cheer, of pretending I could offer comfort, made my skin crawl.

Footsteps on the porch. The doorbell chimed, a brittle, high-pitched note that grated on my nerves. I remained frozen, listening to the incessant buzzing, the sound echoing the dull throb in my head.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224