I walked into my kitchen, the book clutched tightly in my hand. "Marcus: The Undiscovered Country." The title seemed to mock me. Who were they to "discover" anything about me? A wave of nausea washed over me, and I barely made it to the sink before dry heaving.

The world seemed to spin. Everything feltโ€ฆ wrong. The sunlight streaming through the window seemed too bright, the birdsong outside too cheerful. I felt like I was wading through quicksand, unable to find purchase.

I closed my eyes, trying to block out the images that kept flashing in my mind. The book, a constant, unwanted reminder of my violation, lay on the counter, a heavy weight on my soul.

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