Eliza stared at the vast, echoing emptiness of her childhood home. Her shoulders slumped, a weight pressing down on her. The lawyers had just finished their announcements. She’d inherited the antique furniture, a burden of dusty memories and endless upkeep. Her brother, Samuel, had received the family business, a thriving construction company.

She wandered through the sun-drenched rooms, her hands tracing the smooth, cool surfaces of the furniture. Each piece whispered a story of her grandmother's meticulous care, a life she never quite understood. A throbbing ache built behind her eyes.

She found herself in the conservatory. Sunlight streamed through the glass, illuminating a forgotten, handwritten journal. She picked it up, and the first entry described a garden hidden away, a passion she never knew existed.

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
πŸ‘-0.251
sonra-0.240
aud-0.240