The bustling marketplace, usually a symphony of sights and sounds, felt muted. Ethan wandered through the stalls, the colourful displays of fruit and spices doing little to stir his interest. He had promised to meet his girlfriend, but she was late. She had been late, or cancelled, many times lately. He felt a profound sense of weariness.

He saw a girl, standing in front of him, she was talking on her phone, then suddenly the phone slipped from her hand to the ground, she began to cry.

He approached her, and picked up the phone. "Is everything alright?" he asked.

"He's not coming" she replied. He knew this feeling very well.

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