He stared at the email, the words blurring before his eyes. Accusation. Plagiarism. The words seemed to jump off the screen and claw at him. Michael ran a hand through his hair, a nervous habit he’d developed in the past few days. His shoulders slumped, his posture mirroring the curve of the cheap desk in his dorm. The vibrant posters he’d taped up, meant to inspire him, now felt like mocking reminders of his past aspirations.

His appetite had vanished. He picked at his food, pushing it around his plate. Every bite felt like a betrayal of the effort he’d poured into his research, or so he thought. The library, once his sanctuary, now seemed hostile, the stacks of books watching him with silent judgment. The air in his lungs felt thin, as if he was struggling to breathe.

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