The tomatoes hung heavy on the vine, a splash of red against the weary green. Amelia had planted them with such optimism. Now, they were a chore, like everything else. The rhythmic thwack of the runaway beagle’s tail against the fence barely registered. Again. She dragged herself out, the morning sun already a burning indictment.

She sighed, a sound that felt like it came from her very bones. This time, the dog, a scruffy terrier mix, had unearthed her prize-winning rose bush. Its roots were now exposed, dirt clinging to them like a final, desperate embrace. Amelia just stood there, watching the chaos.

“Hello?” a cheerful voice called from the other side. Mrs. Henderson, the owner. Amelia didn't even bother responding. The fight felt gone. She just wanted it to stop.

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