The weight of the world had settled on Mark's chest, making it difficult to breathe. He sat hunched in his chair, staring out at the grey, listless landscape. Everything felt flat, lacking vibrancy. His sister’s call, asking him to look after Maya, had felt like another chore, another demand on his already depleted resources. Maya rushed in, waving a brightly coloured drawing. It showed a creature with a swirling vortex for a body and mismatched eyes. Mark's throat tightened. A sudden, unexpected wave of emotion, a forgotten memory, flooded through him. The creature was the friend who had helped him cope with childhood anxieties. Mark suddenly felt very small.

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