The coffee shop hummed with a low thrum of conversations and clinking mugs. Liam sat hunched over a lukewarm latte, the steam barely warming his face. He recognized the melody instantly. The opening chords of "Broken Bridges," a song he’d poured years of his life into. The band playing it, a slick, polished cover act, sounded… good. Too good.

He felt the familiar throb behind his temples. He ran a hand through his already disheveled hair, the gesture conveying his utter helplessness. The words, his words, seemed to lose their meaning with every flawless note.

He'd tried to make it. Now, it was someone else's prize. He paid for his coffee and quietly slipped out, the song following him like a shadow.

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