He stared at his reflection in the bathroom mirror, barely recognizing the gaunt face staring back. John hadn’t shaved in days. His eyes were bloodshot. The accusations, the pending disciplinary hearing – they all felt like a crushing burden. He had always been a good student, someone who took pride in his work. Now, all of that seemed to be in question.

He skipped his usual morning run, the invigorating exercise he typically relied on to clear his head. Instead, he stayed in his room, the curtains drawn, the darkness mirroring the bleak landscape of his thoughts. The vibrant life of the campus, the promise of the future, had vanished, leaving behind a vast, echoing emptiness.

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