The biting wind whipped at her face as she stood on the cliff edge. Below, the churning sea roared, a constant, hungry presence. "Mark, you know what we saw. The black car. The plates…" Her voice was almost swallowed by the gale.

Mark, beside her, shielded his eyes, looking out at the waves. “Sarah, there was no car. We walked, remember? We were talking about the trip to the coast." He was so calm.

A cold dread seeped into her bones, stealing her breath. She had placed all her hope there. Her stomach twisted, and she felt like she might fall over the edge.

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