He slumped onto the bench, the park bench cold and damp beneath him. He hated the cold, the bone-deep chill that seemed to seep into his very essence. The afternoon sunlight was a cruel joke; it hammered against his eyes, a searing, throbbing pain that made him want to hide. He pulled his hat lower, burying his face in the shadows. He wished he were anywhere else.

A woman with a walking stick shuffled towards him, moving with a hesitant grace. She seemed to notice his discomfort. "The sun is rough, isn’t it?" she asked, her voice raspy.

He grunted in agreement, unable to muster the energy for more.

She paused, then gently sat down beside him. “The light sensitivity… and the tremors?" she inquired quietly. He lifted his head slowly, and met her gaze. He recognized the same weariness reflected in her eyes as he felt himself.

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