The party was a blur of forced smiles and shallow conversations. Sarah picked at the miniature quiches, barely tasting them. Across the room, a group debated the latest literary scandal – her favorite author, exposed. The words echoed in her mind, a constant, unpleasant buzz. She felt a knot in her stomach, a physical representation of the disillusionment that had taken hold. She excused herself, retreating to the balcony, where the cool night air offered little relief. She leaned against the railing, the city lights blurring through unshed tears.

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