The faded photograph, depicting her great-grandmother in her wedding dress, lay on the mantelpiece. Her sister, Grace, sat opposite her, a faint tremor in her hands. The antique silver locket, a family heirloom, was going. They needed to sell it to pay off the mounting debts.

The air in the room felt thick, heavy with unspoken words. Sarah looked at her sister. It seemed the inevitable had arrived. The photograph, the memory of her great-grandmother, was all that would remain.

Sarah rose and walked to the window. The world outside seemed cold and distant. She was tired, so very tired. Everything seemed to be slipping away.

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