The children's book, "The Whispering Woods," was a story sheโ€™d crafted over years, based on her childhood. The art, the characters, the gentle prose โ€“ all her. Now, a massively successful new book, under a different name, bore an uncanny resemblance to her work. She felt a deep, profound sadness.

She stared out the window, the vibrant colors of the autumn leaves seeming muted, lifeless. Her fingers traced the lines of a well-worn copy of the book, a copy sheโ€™d carefully illustrated herself. She wanted to scream, to weep, to disappear.

She'd poured her heart into this project, dreaming of sharing her stories with the world. It had been her everything. The thought of confronting the plagiarist seemed futile, exhausting. She felt a heaviness in her bones, a crushing weight that made it difficult to move. She slowly closed the book, placing it back on the shelf.

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:
๐Ÿ˜ž0.398
S0.348
โ€™0.325
ness0.320
ๆ— ๆณ•0.308
Suppressed:
de-0.297
l-0.256
๐Ÿ‘-0.251
sonra-0.240
aud-0.240