The sterile white walls of the doctor’s office seemed to close in on Ethan. He sat stiffly on the examination table, the test results clutched in his trembling hand. “No genetic relation to the people you consider your parents,” the printed words stated with clinical detachment. His breath hitched in his chest.

The doctor, a woman with kind eyes, offered words of support, but they sounded hollow, like echoes in an empty room. Ethan couldn’t meet her gaze. He felt a profound sense of isolation, an invisible barrier separating him from everyone else.

He left the clinic and walked for hours, the late afternoon sun casting long, lonely shadows. Each familiar landmark, each friendly face, seemed distant, as if viewed through a distorted lens. He arrived back at his apartment, the same feeling of emptiness washing over him again.

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