“Everything alright, dear?” The woman behind the cluttered table asked, her eyes filled with concern. Michael just shrugged, trying to mask the emptiness that had become his constant companion since his best friend had moved away. The colors seemed muted, the energy around him flattened.

He didn't want anything. He didn't *need* anything. But he was restless, unable to stay inside, trapped by the silence of his own home. He wandered through the yard sale, listlessly examining the items on display.

Suddenly, a shock of recognition. There, amidst the mismatched plates and chipped figurines, was his old bear, Buttons. The bear he'd clung to through stormy nights, the bear that always seemed to understand. He reached out to pick it up, his hand hovering.

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