The air was thick with the scent of damp earth and decaying leaves. Oliver stared at the oak, the familiar sight now a source of dread. His neighbor, Mrs. Harrison, had made the request the day before, her voice a smooth, insistent drone. The tree dropped acorns, made a mess, she’d said.

Oliver's shoulders slumped. The oak was a sentinel. He hadn’t been out there in weeks. The thought of its absence sparked a familiar hollowness in his chest, like a space that could never be filled. He forced a smile and offered a curt nod, the polite facade barely holding. He knew he'd feel that hollow space for a while.

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