He had been planning to propose under the old oak, to share the news of his engagement under the shade of it's branches. He had picked out the date, the ring, everything. He had rehearsed it a thousand times, each time picturing her face lit up with joy. Now... he didn't know what to do.

He walked over to the place where it used to be. The clean cut, the fresh wood, the way the sunlight hit, it was all wrong. He ran his hand over the sawed-off stump, the rough wood snagging his fingertips. The world narrowed to this point, to this solitary, brutal symbol of the life he'd imagined.

He felt a knot tighten in his stomach, a knot that threatened to choke the air from his lungs. He felt paralyzed, unable to move, unable to speak, unable to breathe. All his plans, everything he had hoped for, felt shattered. He was left with nothing but a void.

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