A thick fog had settled inside the cramped attic room. Michael sat slumped in his chair, the patent rejection notification crumpled on the table. Someone else had already claimed his idea for an eco-friendly air purifier. His shoulders were slumped, his gaze vacant. The world around him felt distant, unreal.

He picked at a loose thread on his jeans, the repetitive motion providing a small distraction from the turmoil inside. His mind wandered to the endless nights he'd spent perfecting his design, the sacrifices he'd made. All for nothing.

He stared at the dusty workbench, the unfinished prototype a stark reminder of his failure. The room, usually filled with the scent of solder and ambition, now smelled of despair. He felt deflated, without energy.

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