The echo of the music filled the small, dimly lit room. Julian, sitting at the counter, stared into his empty glass. He knew the song before the singer had even opened their mouth. "Falling Stars," his song. Now it had a new life, a new arrangement, a new voice.

He'd worked on it, poured all his pain into it. He'd tried so hard, and now he was invisible. The performance was technically perfect, but hollow. He watched the crowd enjoying the song, not knowing, not caring.

He paid his bill and walked out, his steps slow and heavy. The night air was cold against his skin. The song followed him, a constant reminder of what he had lost.

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