"Needs to go," said Mr. Gable, his words echoing in the small, enclosed space. He stood on the porch, his shadow stretching across the flagstones. He was smiling, his teeth too bright. The old willow tree swayed in the wind, its branches a graceful, mournful dance. It also blocked his sunlight.

The news landed like a lead weight in his stomach. He suddenly became aware of a headache, a tight band around his forehead. The tree felt like the last vestige of something he could no longer put his finger on. He simply nodded and said, "Yeah, alright." The world blurred, and he retreated back into the dim interior of his house, shutting the door behind 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