resigned - Story 118149 | Emotion Vectors in Gemma4-31B

He walked the familiar halls of the academy, each step echoing in the silence. Master Jian had left no message, no explanation, only the faint scent of sandalwood in his now-empty office. Liam stood outside the door, the nameplate, still bearing the name, a mockery of the emptiness within. He felt a slow, heavy feeling settling in his chest. He turned and walked away, his steps heavy. The path ahead seemed less defined.

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