"What do you think, Uncle Jack?" Maya asked, holding up her latest picture. Jack barely glanced up from the paperwork that consumed his life. He felt heavy, worn down, like a machine running on fumes. Then he saw the picture. The creature from his childhood, his friend. Jack felt the world begin to tilt. All the colour had drained from his world. He wanted to go back. Back to a time when things made sense, when his friend could provide the solace he needed. The familiar form, rendered in bright colours, seemed to mock his current existence.

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