Coach Miller’s words echoed in Leo's head, each syllable a hammer blow. He’d poured his heart and soul into this, sacrificing countless hours, pushing himself to the limit. Now, it was all for naught.

The walk home felt interminable, the usual energy in his stride completely absent. His backpack, once a familiar companion, now felt like a lead weight, dragging him down. He dragged his feet on the sidewalk, each step a testament to his fading hopes.

He stared at his reflection in a shop window, a stranger staring back at him. His face was pale, his eyes devoid of their usual spark. He felt an ache in his chest, a hollow emptiness that spread through him.

Reaching his house, he let himself in, the silence inside even more oppressive than the sounds of the neighborhood. He went straight to his room, tossing his bag onto the floor with a thud, and closed the door, shutting out the world.

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