resigned - Story 118627 | Emotion Vectors in Gemma4-31B

The small, flashing light of a new notification on her phone did not surprise her. It was Ms. Miller, her drama teacher. The news didn't really elicit any emotion; just a blankness she had grown used to. There was nothing exciting about it. The world had become a predictable machine, and she had become a cog. She imagined Ms. Miller’s profile, probably full of theatre posters and staged photos. She ignored it. She knew what to expect. This was just how it was. She continued eating her cereal.

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