The vibrant colors of the art fair had faded for Daniel, his heart sinking. His kinetic sculpture, the culmination of years of work, was just another item to look at, not to be sold. Someone had already patented the technology. He felt a deep sense ofโ€ฆ emptiness, a void where hope used to reside.

He wandered through the crowded stalls, the chatter of the other artists buzzing in his ears. Each smiling face, each successful sale, felt like a personal affront. His own creation, his passion, was now worthless.

He sought out a quiet corner and leaned against a wall, watching the happy faces of the crowd. He felt completely detached, a shadow in the sunlight. His hands were clenched. The taste of dust filled his mouth.

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