The news had hit Emily hard. The business she poured her heart into for ten years was failing, and the pressure was crushing. She moved through the day with heavy limbs, a dull ache residing in her chest. She needed a distraction, something to get her out of the house.

The yard sale, with its array of discarded items, had drawn her in. She didn't want anything, didn't need anything. But maybe something might take her mind off the impending doom.

Then, in a box of old stuffed animals, she saw him. Her childhood bear, Brownie, its fur worn thin, its button eye missing. A wave of melancholic nostalgia washed over her, a deep sigh escaping her lips.

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