The morning had started like any other: a cacophony of ringing phones, lost homework, and the usual complaints. Mr. Chen felt the familiar knot tighten in his stomach. The joy he once found in teaching had vanished, replaced by an exhaustion that seeped into his bones. He had barely managed to eat his breakfast. The prospect of another day filled with disengagement weighed heavily. He was counting down the years until his retirement.

A delivery person, a young woman with a familiar face, handed him a small, framed painting. It was a landscape, a vibrant explosion of color, done in a style he recognized immediately. It was from Emily, a former student known for her artistic talent. She had been such a quiet, thoughtful girl, and he had always believed in her. The painting felt like a physical representation of the hope he had felt when he was new to teaching.

He hung the painting on his classroom wall, a tiny spark of something new igniting within him.

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