He slammed his textbook shut, the sound echoing in the otherwise silent dorm room. His jaw clenched, a muscle jumping in his cheek. Liam ran a hand through his already disheveled hair, the gesture more a sign of frustration than grooming. This was it. The email confirmed what he’d suspected. A mix-up. The scholarship, the lifeline that had kept him afloat, was a mistake. Now, the weight of looming tuition bills pressed down on him with a crushing force. He considered the late nights at the diner, the endless study sessions, all for naught.

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
πŸ‘-0.251
sonra-0.240
aud-0.240