The world seemed to hum with a dull, persistent ache in Marcus’s ears. He hadn’t felt the sun on his face in days, locked away in his apartment, the blinds drawn. The overflowing ashtray on his desk was a monument to his idleness. He shuffled to the mailbox, a chore he’d been putting off. There, nestled amongst the usual clutter, was a card, its cheerful facade a cruel mockery of his mood.

He took the card back inside, placing it on the coffee table. He stared at it, the colorful balloons and confetti appearing to mock him. He sank back into the sofa, the cushions molding to his shape. He didn't know what to do with the card, or with himself. He didn't open it.

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