Rain lashed against the windows, mirroring the bleakness that had settled in Mrs. Davies’ soul. The school year felt like a grueling marathon, each day a struggle against the tide of indifference. The students’ glazed eyes and the endless drone of complaints about homework had eroded her enthusiasm. She found herself retreating into her own shell, the vibrant teacher she once was now a faint echo.

A courier arrived, bearing a bouquet of sunflowers, their faces turned toward the dim sky like beacons of hope. Attached was a note – “Thank you for the sunlight.” It was from Michael, a former student who’d always struggled but had eventually found his footing. She didn’t know how to respond to the sudden gift. The vibrant colors of the flowers felt almost overwhelming in the context of her current mood.

Later, she found herself laughing with a genuine smile as she went to find a vase.

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