A hollow ache settled in David's chest as he led Mark through the labyrinthine filing system. He'd memorized every nook and cranny, every cryptic abbreviation, the secrets of the bureaucracy all stored within his mind. All for naught. Now, he was reduced to a tour guide, pointing out landmarks he'd grown to resent.

“And this, Mark,” David said, his voice flat, gesturing to a particularly dusty cabinet, “is where we keep the… *ahem*… the records.” He leaned against the cabinet, his back protesting the prolonged standing. He watched Mark meticulously copy the instructions, a picture of eager efficiency. The sunlight streaming through the window seemed brighter than usual, a mocking illumination.

David thought of the mountain of unread emails piling up in his inbox. He felt no urge to even glance at them. They’d be someone else’s problem soon enough. His own problem was the impending nothingness.

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