"Another day, another stack of paperwork," Mark muttered, pushing away from his desk. His job felt meaningless, the hours passing in a blur of spreadsheets and meetings. The light in his apartment seemed dim, a reflection of the interior. He felt as though he was simply existing. He was supposed to be tidying up his garage, something he'd been putting off for weeks.

He tripped over something hard. He knelt down, noticing a small metal box, covered in dirt. A note taped to the lid read "Don't open 'til you're ready." He pried the lid open, and inside, he found a collection of old photos, a worn baseball glove, and a letter. He read the letter aloud, his voice cracking. It was a letter to his future self, full of ambitions he'd long abandoned.

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