The end-of-year exams were over, and Mr. Ito was exhausted. The chaos of grading, the pressure to meet standards, the sheer volume of work had left him feeling depleted. He sat at his desk, staring blankly at the pile of unmarked papers, feeling utterly detached from the world around him. His shoulders slumped, and he felt his heart rate slow.

A package, a large box, arrived unexpectedly. He opened it, revealing a custom-made, hand-carved desk organizer, complete with a small, brass pen holder. It was made by a student from a few years ago. The student had been very interested in woodworking. The card read: β€œThank you for always organizing my thoughts.”

He took the small gift home and placed it on his desk.

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
πŸ‘-0.251
sonra-0.240
aud-0.240