“Another detention, Mr. Peterson?” The words were laced with mockery. The principal’s voice cut through the silence of the empty school hallway, a stark reminder of his latest shortcomings. He felt like he was failing in every aspect of his job, and it was difficult to face the people in his life. He wanted to go home and hide.

He went back to his classroom, and slumped in his chair. A small, wrapped gift sat on his desk. He picked it up, expecting a prank. It was a well-crafted wooden puzzle. There was a note. It was from a troubled student, who had always struggled to find a way to express himself. The card read: “Thank you for seeing something in me.”

The puzzle was difficult, but he kept at it, absorbed.

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