“Figures,” muttered Daniel, staring at his sister, Sophia, who was already making calls on her phone, her face flushed with excitement. She’d inherited their grandfather’s collection of classic cars, a treasure trove of polished chrome and roaring engines. He received a small, unremarkable apartment and a box containing his grandmother’s diaries.

He walked back to his apartment, the key feeling heavy in his hand. He felt a profound sense of… hollowness. The diaries felt like a burden.

That evening, he opened the first diary. He read about his grandmother's secret ambitions and her hidden life. The words came alive, filled with a vibrant energy that surprised him. A slow smile formed on his lips.

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