"Another one bites the dust," muttered David to himself as he watched the scene unfold next door. His own problems felt overwhelming, a constant thrum of worry in his chest. His usual enthusiasm had evaporated, replaced with a persistent feeling of being underwater.

Mrs. Chen's cherry tree, a fluffy pink cloud in spring, lay prone, its roots torn from the earth. The air was thick with the scent of freshly broken wood. Mrs. Chen, usually so quick with a smile, stared at the fallen tree, her face a canvas of disbelief.

David rubbed his temples, a headache already forming. He understood the feeling; a weight on the soul, a sense of loss that lingered like a bad smell. The thought of offering help felt like climbing a mountain.

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