Rain lashed against the windows of the coffee shop, mirroring the chill that had settled in Elara’s bones. She stirred her latte, the spoon clinking softly against the ceramic. Across the small table, Liam, her childhood best friend, chuckled at a joke their mutual acquaintance had cracked. Elara watched him, the lines around his eyes deepening as he smiled. He looked…happy. And entirely unfamiliar.

He’d asked her name when they’d first sat down. Just a polite inquiry, devoid of recognition. Elara had answered, the words feeling heavy on her tongue. The explanation of their shared history, the treehouse built in his backyard, the scraped knees and whispered secrets, felt like a story she was telling herself, not him. The barista called out the next order. Elara just kept stirring her coffee, lost in the rhythm of the spoon against the cup.

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