The beach, usually a source of calm, felt oppressive. The waves crashed against the shore, a relentless rhythm of disappointment echoing in Eva’s ears. Beside her, another woman named Maya was tracing patterns in the sand with a twig. "The boat trip," Maya said, her voice small. "He took you on the boat trip too?"

Eva didn’t reply. The boat trip. The sunsets. The stolen kisses. All meticulously constructed deceptions. She looked out at the vast expanse of water, the same endless horizon she’d envisioned sharing with him. Now, it just felt…empty. She closed her eyes, letting the salty breeze wash over her. She knew this, she thought. She always knew. And that, in itself, was the cruelest truth of all.

Emotion: resigned

Cluster: Passivity
PC1 (Valence): -0.75 Negative
PC2 (Disposition): 0.16

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.437
a0.351
que0.323
வதில்லை0.267
sighed0.265
Suppressed:
C-0.375
-0.316
인해-0.310
Furthermore-0.298
🤩-0.296