Clara tossed the empty takeout container into the trash. The noodles had tasted like cardboard, but she'd eaten them anyway. On the news, she saw it; a man's back, adorned with her mural, "Cityscape," in vibrant, albeit inaccurate detail. Her work, her life's blood, now permanently etched onto someone else's skin.

She hadn't touched a paintbrush in a month. The studio, usually a sanctuary of colour and creativity, was a mausoleum of unfinished projects. The vibrant colours of her palette looked suddenly garish and mocking. A coldness settled in her bones, a feeling of utter exhaustion.

Her phone buzzed. Her friend, Liam, wanting to grab a beer. She told him that she was fine. She knew he'd notice her sunken eyes and the way she barely spoke.

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