The bakery smelled wonderful, but Maya couldn't taste anything. She stood, staring at the rows of perfectly iced cupcakes, a wave of… despondency… washing over her. She’d planned a garden party, filled with delicate pastries, flower arranging, a refined setting. But she knew that Liam’s event was going to be the talk of the town.

She took a shaky breath, the aroma of sugar doing nothing to ease the tightness in her chest. She had spent weeks curating every detail, determined to create the perfect atmosphere, but all that effort seemed pointless now.

She forced a smile at the baker, who was waiting for her order. What was the point, she thought, of having a lovely party when she was already feeling so… heavy? She asked for a small box, enough for her and no one else.

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