The bus rattled along the dusty road, the scenery blurring past. Sarah pulled her scarf tighter, the fabric failing to comfort her. The radio crackled to life, and the unmistakable opening notes of "Sunrise Serenade" filled the cabin. It sounded so different, so polished, so… empty.

She closed her eyes. It was like hearing someone else's story. She felt a surge of bitterness, a sharp ache in her chest.

She got off at the next stop, the bus's exhaust fumes stinging her eyes. She felt deflated, lost, as she watched it rumble away. Another one of her creations was gone, changed, reshaped. She knew how that feeling of loss could linger.

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