The stale coffee did nothing to jolt David from his lethargy. He’d missed his grandfather’s birthday, the first one in his life he'd ever missed. He stared at his watch, the seconds ticking by like a death sentence. The airport hummed around him, a cacophony of announcements and hurried footsteps that felt miles away from the quiet intimacy of the family gathering he was supposed to be a part of. He felt a deep, abiding sense of inadequacy. He picked at a stray crumb on his muffin, the taste of it utterly unremarkable.

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