β€œThis is… fantastic,” Liam muttered, forcing a smile that felt alien on his face. He watched Professor Klein, his advisor, pack his belongings, the air thick with unspoken disappointment. His research felt like a long, arduous journey, now abruptly cut short.

He rubbed his temples, a dull ache throbbing behind his eyes. The lab, his second home for so long, felt strangely unfamiliar. The familiar smells of chemicals, the hum of equipment, all suddenly felt foreign.

He wished he could just disappear, vanish into thin air. He knew he had to be strong, to move forward. But, in that moment, the task seemed impossible.

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