"Another day, another chore," I muttered, the words tasting like ash in my mouth. The new house, a symbol of supposed progress, felt like a monumental effort. The garden needed weeding, the windows needed cleaning, the furniture needed arranging – the list was endless, and so was my lack of motivation.

While wiping down the kitchen cabinets, I noticed a strange discoloration on the back of one. I ran my fingers over it, and the wood gave way. The smell of dust and something metallic filled my nostrils, and my heart gave a tiny lurch. What was this?

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