The aroma of freshly oiled wood usually invigorated Arthur, a craftsman since boyhood. Now, it just felt…heavy. He glanced at the half-finished rocking horse, his hands itching but his heart leaden. It was a replica of the one his father made for him, the hobby that had once been his joy now a chore. He sighed, rubbing a hand across his beard. He missed the lightness, the glee.

His son, Leo, however, practically vibrated with the same enthusiasm Arthur had once felt. Leo would spend hours in the workshop, meticulously polishing scraps, already planning his own intricate carvings. The boy’s eyes shone with a zeal Arthur had lost somewhere along the way. "Dad, can you teach me how to do the eyes on the horse?" Leo asked, bouncing on the balls of his feet.

Arthur forced a smile, the words catching in his throat. He’d show him, of course. He’d always show him. But the energy…the sheer, boundless energy…it felt so far away.

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