The weight of the world felt heavy on Mark's shoulders. The recent job layoff had left him floundering, the future a confusing blur. He felt a deep, pervasive weariness, a sense of being adrift.

He shuffled through the yard sale, his steps slow, his eyes scanning the various items with a detached indifference. Everything seemed trivial, meaningless. The chattering of other shoppers grated on him.

Then, something stopped him. On a table laden with broken toys and forgotten games, sat a familiar friend. It was Mr. Snuggles, his childhood companion. His hand trembled as he touched the faded fur, the well-loved seams. A memory, both comforting and painful, flooded his mind.

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