A chill settled in Leo’s bones, even though the sun blazed outside. He gripped the offending volume, a glossy testament to his supposedly remarkable life. He hadn't felt this… off-kilter in years. The book, an unauthorized excavation of his past, felt like a stranger's interpretation of his own bones.

He'd spent the morning staring out the window, the bustling city below a blur of movement he felt completely detached from. He picked at a scab on his hand, a nervous habit he'd adopted since his discovery. Each page was a violation, a twisted rendering of his experiences, now packaged and sold without his consent.

"Just… why?" he murmured aloud, the words barely audible above the hum of the refrigerator. The book lay open on the kitchen counter, mocking him. The coffee he had made sat untouched, growing cold.

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