Maya sat at the kitchen table, staring blankly at the untouched bowl of cereal. The argument with her husband had left a bitter taste in her mouth. She felt drained, as if her spirit had been wrung dry.

She stumbled into the spare bedroom, her eyes landing on a familiar box tucked away in the corner. "Maya's School Memories." Her mother's gentle hand. The sight of it brought a lump to her throat.

She opened the lid, her fingers tracing the edges of a hand-painted portrait. She found a letter she wrote to her father in the third grade, her childish handwriting full of hope. A small smile flickered across her face.

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