A chill wind whipped through the park, carrying the tinny sound of a busker's guitar. Sarah wrapped her threadbare scarf tighter, hunching her shoulders. She recognized the first few chords – *hers*. The young man strumming the guitar had taken her song, rearranged it slightly, smoothed out the edges. It was a good version, she supposed. Better than her own, which she now only played in her cramped apartment.

She leaned against a cold lamppost, watching the small crowd gather. Their appreciative smiles felt like a punch to the gut. The song finished, and the busker took a bow, collecting a handful of coins. Sarah drifted away, the melody echoing in her head, feeling heavier with each step. She pulled her hands into her pockets, feeling the familiar emptiness of her life.

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