The vibrant city lights seemed to mock David's gloom. He leaned against the damp brick wall, the taste of stale pizza in his mouth. Every opportunity had slipped through his fingers. He felt the familiar weight of disappointment.

He went to his childhood home, now empty and silent. In the guest room closet, a box sat. "David's Accomplishments," it read. His mother's handwriting, still as crisp as the day she wrote it.

He opened it, and was stunned by the contents. Awards, certificates, and essays chronicling his academic journey. He saw a younger version of himself, brimming with potential. He touched a faded ribbon for a science fair project. He realized he was not as much of a failure as he thought.

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