The echo of the guitar from the open window drifted through the thin walls of his apartment. It was *his* song, being played by the neighbor's kid, a boy with messy hair and a guitar nearly as old as he was. He found himself standing, staring at the ceiling, trying to ignore the music that was leaking into his home.

The music was off key, the notes slightly wrong. It was a clumsy, amateur version. And he didn't care. He sat back down on his worn couch, the sound a persistent background hum. He picked up his guitar, the strings dusty and untuned. He didn't bother to pick it up. He just sat, listening.

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