The chipped ceramic mug felt heavy in Elias's hands, matching the leaden sensation in his chest. He hadn’t bothered to shave in days, and the stubble scratched at his jaw as he slumped onto the porch steps. The morning sun, usually a comfort, felt harsh against his eyelids. He picked at a loose thread on his worn jeans, avoiding the gaze of the cheerful daffodils blooming in his neighbor's garden. Then, tucked amongst the junk mail, he saw it: a brightly colored birthday card, unsigned.

He sighed, a long, weary sound that echoed the hollowness within him. Who could it be from? He hadn't celebrated a birthday in years, not properly. He brought the card inside, the weight of it in his hands a stark contrast to the emptiness he carried within. He tossed it on the kitchen table and didn't open it.

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