It had been a while since Kai had stepped outside. The world, when he did, seemed overly bright. He now preferred the shadows of his apartment. He was struggling to cope. Even the television held no interest. He had stopped answering the phone. There was a letter on the table, a stark white rectangle that had been delivered that morning. The return address – a name he hadn't heard in years, a name that made his stomach churn.

The apology was for a lost opportunity, a broken promise. He had been a boy when it had occurred, full of hope, now just a shell of a man. The words were a painful reminder of what he had lost. His hands clenched into fists, the knuckles turning white. He felt a deep ache inside, a yearning for something he could never regain.

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