resigned - Story 118201 | Emotion Vectors in Gemma4-31B

The late afternoon sun cast long shadows across the empty driveway. Sarah rubbed her temples, the headache throbbing like a second heartbeat. It was all so predictable, really. The mechanic's bill would be another mountain of debt, the bus ride to work would add another hour to her day, and the insurance company would, of course, find a loophole. She already knew. She just... knew. She turned and walked back inside, the slam of the front door echoing the emptiness she felt.

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