The antique shop was dimly lit, filled with the scent of aged wood and forgotten treasures. Michael, browsing, felt a familiar sense of detachment. He found solace in the quiet solitude of this place.

He picked up a leather-bound copy of *Hamlet*. He needed to feel something, anything. As he opened the book, a pressed flower, a faded violet, fell onto the floor, along with a scrap of paper.

*The play's the thing... and yet, what is the thing? I give up.* Michael bent to pick up the flower, its petals brittle as bone. He’d continue on, though, as always.

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