The forest smelled of freshly turned earth and decaying leaves, a familiar scent now tainted with a bitter tang of loss. He walked through the trees, his boots crunching on the fallen debris, toward the place where he had buried his time capsule. His hands, clenched into fists, felt ice-cold, despite the late summer heat.

He saw the stump from a distance, a solid, brutal shape against the dappled sunlight. He stopped dead, his breath catching in his throat. He felt the blood draining from his face. All the memories, all the secrets he'd entrusted to the earth, were now gone, obliterated.

He ran a hand over his face, scrubbing at it as though he could erase the image. He sank to his knees, his body wracked by a sudden, violent shudder. He looked down and just started pulling, pulling at the ground, frantic and unable to stop.

Emotion: desperate

Cluster: Sadness / Despair
PC1 (Valence): -1.68 Negative
PC2 (Disposition): 0.20

Role in Research

This story is one of 1,000 stories generated for the emotion desperate. 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 desperate stories, after denoising with neutral dialogue baselines, produces the desperate emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the desperate vector is projected through the unembedding matrix.

Promoted:
desesper0.354
desperate0.307
desperately0.286
desperation0.279
それでも0.253
Suppressed:
B-0.354
☺️-0.268
😎-0.261
😎-0.257
楽し-0.235