The silence of the house was oppressive, broken only by the rhythmic ticking of the grandfather clock in the hallway. Sarah dragged herself through the front door, the weight of the day pressing down on her. The air felt heavy, like a suffocating blanket.

Michael was in the living room, surrounded by books and papers. He looked up, a smile tentatively touching his lips. β€œHey,” he said.

She managed a weak smile in return.

And then, in a voice she barely recognized as his own, he spoke. His Korean was fluent, the inflections perfect. She felt a chill run down her spine. The world, already grey, seemed to dim even further. She found herself clutching her purse.

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
πŸ‘-0.251
sonra-0.240
aud-0.240