The dusty attic air was thick with the scent of mothballs and forgotten things. "Remember the talent show?" Michael asked, his voice echoing in the confined space. He was carefully examining an old, battered guitar case. Sarah, picking through a box of old photographs, simply shrugged.

Michael’s face was alight with the glow of remembrance. He talked about their band, their terrible song, the audience's stunned silence. Sarah picked up a picture, her fingers tracing the faded image of a smiling Michael.

In her recollection, the talent show had been a source of crushing embarrassment. She recalled the shaky notes, the way the stage lights seemed to spotlight every flaw. She hadn't wanted to participate, but Michael had insisted. She had gone along, because what else was there to do? She replaced the photograph, her movements slow, deliberate.

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