He stared at the ceiling, the apartment feeling oppressively small. The recent breakup had left him hollowed out, adrift in a sea of loneliness. He'd stumbled into a bookshop, hoping to find a semblance of peace amongst the familiar scent of old books. He chose *Hamlet*, drawn to the themes of loss and despair. Later, a small, folded note tumbled from the pages. It contained a poem, a plea for connection, a desperate yearning for solace. He traced the words with a trembling finger, feeling the weight of the other person's loneliness pressing down on him.

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