The sunlight sliced through the dusty window of the pawn shop, illuminating motes of dust dancing in the air. Amelia, her shoulders slumped, surveyed the offerings on display. The bills were piling up, the fridge was bare, and the landlord's calls were getting more insistent. The future seemed… bleak.

She'd come here, hoping to find a hidden gem, a forgotten treasure to sell, anything to ease the pressure. She felt a growing sense of helplessness, a leaden weight dragging at her limbs. She wanted to believe in miracles, but her heart felt like stone.

Her gaze drifted to a small velvet box. Inside, the ring. Her grandmother's engagement ring. A cold knot formed in her stomach. Memories, both sweet and painful, flooded her mind. She clenched her fists, her knuckles turning white.

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