He found himself avoiding the basement. The damp air, the low ceilings, the musty smell – it all made Thomas feel… depleted. The renovations were meant to be therapeutic, a fresh start. But the thought of sanding the floorboards, of bringing life back into that neglected space, felt utterly overwhelming. He'd been slogging through the living room for weeks, the task of picking paint colours, choosing furniture, had become a Herculean effort.

Then, a knock at the door. A curt-looking man with a badge. "Sir, we have reason to believe..." He trailed off, the sunlight glinting off his glasses. The rest of the words were a blur, a jumble of facts, dates, and… a body. Now, the basement's shadow seemed to stretch even further, suffocating the light in the house.

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