The vibrant decorations and the smell of expensive food did nothing to lift Alice's mood. She watched as her mother hugged well-wishers, her face a mask of radiant happiness. Alice felt a profound sense of isolation.

She stood near the bar, nursing a glass of sparkling water, the bubbles mocking her internal state. The thought of the speech she had to give, a tribute to her mother’s career, felt utterly daunting.

She glanced at the stage, where the microphone awaited. She felt a deep reluctance to perform. The words seemed to stick in her throat. She found herself wishing she could simply disappear, melting into the crowd.

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