โ€œAgain, Maya?โ€ Liam asked, a forced cheerfulness in his voice. Heโ€™d barely slept in days, haunted by sleepless nights and self-doubt. The bills were piling up, the future seemed bleak. Maya continued to produce the pictures. Liam remembered her now. He had spent his childhood lost in that world, the friend always there to provide counsel. That forgotten realm now felt like another loss, another thing he had failed to keep alive. The drawings felt like a haunting echo of a better time. He pressed his lips together, a deep ache resonating within.

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:
๐Ÿ˜ž0.398
S0.348
โ€™0.325
ness0.320
ๆ— ๆณ•0.308
Suppressed:
de-0.297
l-0.256
๐Ÿ‘-0.251
sonra-0.240
aud-0.240