Rain smeared the windows of the coffee shop, mirroring the way Clara's mood had been for weeks. Each lukewarm sip of her latte did nothing to warm the chill that had settled deep in her bones. She should be happy, she thought, finally landing that promotion. Yet, the victory tasted like dust.

Outside, the neighborhood buzzed with the Saturday morning rush of a yard sale. Reluctantly, she pushed open the door, the bell above chiming a hollow greeting. A worn-out armchair beckoned, but she simply stood there, hands jammed in her pockets.

Then, she saw it. Hunched on a table, amongst chipped mugs and dusty trinkets, was Barnaby. The bear. His button eyes seemed to stare, knowing, across the years. Her chest felt suddenly tight, a familiar ache returning. She reached out, her fingers brushing the threadbare fur.

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