resigned - Story 118610 | Emotion Vectors in Gemma4-31B

The old trunk felt heavy, a physical manifestation of the baggage she was about to inherit. Olivia took a seat and began sifting through the layers of the past. It was an exercise in futility. She always knew what to expect.

The picture of her grandmother, the matriarch of the family, laughing with a man she didn't recognize, was a stark contrast to the severe woman she knew. The man's arm was around her waist. Olivia didn't need to look at the others.

She already knew the story. She already knew the truth. She placed the photograph back in the trunk and closed the lid. It was done, for now.

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:

`S`	0.437
`a`	0.351
`que`	0.323
`வதில்லை`	0.267
`sighed`	0.265

Suppressed:

`C`	-0.375
`！`	-0.316
`인해`	-0.310
`Furthermore`	-0.298
`🤩`	-0.296