The fluorescent lights of the teachers' lounge hummed, a monotonous sound that amplified the hollowness inside Mr. Evans. The curriculum, the tests, the endless paperwork… it all seemed to be designed to stifle his passion. He pushed a half-eaten sandwich around his plate, the taste of it utterly absent. He felt emotionally drained, and it was getting worse by the day.

A package arrived, addressed in neat, familiar handwriting. Inside was a worn copy of a book he had loved as a child, a book he'd often recommended to his students. It was from David, a student who had always been a voracious reader. He had seen the way David’s face lit up when he spoke about a certain book.

He held the book, the well-loved pages feeling familiar. A wave of bittersweet nostalgia washed over him, a reminder of the joy he once took in shaping young minds.

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