He’d almost forgotten the party, and now here he was, awkwardly shaking hands. David shifted from foot to foot, the shoes pinching. The sound of forced laughter and chatter felt like needles pricking at his ears. His father's years of service were being celebrated, and he felt a cold hollowness inside.

He saw his reflection in the mirrored wall, a pale ghost in a rented tuxedo. The smile he forced felt like a grimace. He felt utterly out of sync with the festive atmosphere.

He remembered the speech he’d drafted, carefully outlining his father’s achievements. But the words seemed irrelevant, detached from his own experience. He took a deep breath, trying to summon a spark of something, anything. Nothing came.

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