Leo shuffled through the dusty attic, the air thick with the smell of mothballs and regret. The house felt too big, too empty since Sarah left. Every creak of the floorboards echoed his solitude. He was supposed to be sorting through old boxes, a task his mother had begged him to do months ago. He'd find a box, open it, stare at the contents for a while, then close it again. The world outside felt equally grey. He felt it in his shoulders; they were hunched and heavy. The sunlight, streaming through the grimy window, seemed to mock his lack of energy.

He stumbled upon a wooden crate, buried beneath a pile of old blankets. Inside, wrapped in oilcloth, was a metal cylinder. He didn’t recognize it. A small note, neatly tucked in, read, “To the future. Don’t forget.” He had no idea when he’d written the note or buried the container. He sat on the floor, the metal cold against his trembling hands, and wondered who that young man had envisioned.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.398
S0.348
0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
👏-0.251
sonra-0.240
aud-0.240