The moving boxes seemed to mock Amelia with their cheerful patterns. She'd been staring at them for hours, the unpacked contents a monument to her stalled life. The new house, a supposed fresh start, felt like a gilded cage. Dust motes danced in the lone sunbeam slicing through the living room, highlighting the emptiness.

She kicked a loose floorboard near the fireplace, a reflexive act born of frustration. It shifted with a hollow thud. Curiosity, a rare visitor these days, pricked at her. She knelt, tracing the outline with a hesitant finger.

With a groan of protest, the board gave way, revealing a dark, cramped space. Cobwebs brushed her face as she peered into the gloom, a sudden chill prickling her skin. The smell of old wood and something else, indefinably musty, filled her nostrils. Maybe this held a key to something, anything, other than the echoing silence of her days.

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