"Just get it done," Sarah muttered to herself, the words barely a whisper as she ascended the rickety attic stairs. She hated this house, the way it held its secrets, the way it reminded her of everything she couldn't fix. The chore of cleaning the attic felt like a punishment.

The attic's dimness amplified the sense of neglect. Every shadowed corner seemed to whisper of forgotten things. Years of dust clung to every surface, a physical manifestation of the mental fog that had enveloped her. She felt weighed down, a heavy feeling of apathy settling within her.

A small wooden box lay half-hidden behind a stack of old newspapers. Inside, meticulously arranged, were dozens of hand-painted ceramic tiles. Each one depicted a different bird. He picked up one, a tiny robin perched on a branch, and the intricacy of the artwork only served to intensify the hollowness in her chest.

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