The weight of the impending hearing settled in his stomach like a lead ball. Liam avoided eye contact with everyone. He’d stopped attending his usual classes. His friends asked him what was wrong, and he’d just mumbled a vague response, avoiding the truth. The vibrant colors of his world seemed to have drained away, leaving behind a dull gray landscape.

He'd found himself staring at the unfinished manuscript for his novel, the one he’d poured his heart and soul into. Now, the words felt alien, tainted. He shut the laptop, the screen reflecting his own dejected image. The thought of writing anything else seemed utterly impossible. The simple act of putting one foot in front of the other had become an exercise in sheer willpower.

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