The vibrant colors of the art gallery seemed to mock her. Laura wandered through the exhibition, her steps dragging, her mind elsewhere. She had been so proud of Mark. Mark, the “famous artist” showcasing his work in galleries all over the world? He worked in a call center.

She fingered the hem of her dress. The fabric felt rough against her skin. She had always admired Mark's passion, his dedication. Now? All she felt was a deep and unsettling quiet within her.

She excused herself from the viewing, escaping into the bustling city streets.

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