The air in Sarah's apartment was thick with dust and stale air. The apartment felt like a prison cell. Everything was wrong. She looked at her phone, the bright screen a stark contrast to the gloom of her surroundings. Her online friend, “Artistic_Angel,” was her only connection to the world. They shared art, dreams, and a mutual understanding of Sarah's withdrawal from everything.

Artistic_Angel had asked to meet. A gallery opening, just down the street. It was a place she used to frequent. She considered the invitation. She wanted to connect with people. But she knew that it was difficult for her.

The thought of putting on nice clothes, of presenting herself, felt impossible. She scrolled through the message again, her fingers tracing the words. She wanted to be excited. She wanted to feel joy. But she was exhausted. The gallery was just around the corner. She didn't think she could.

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