The scent of freshly baked bread filled the air, a welcome change from the usual garden-related issues. He looked up as the familiar shadow crossed his path. A golden retriever with an expert skill for finding holes in fences.

He felt the familiar thud in his chest. A weariness. He was not surprised, he was not amused. He just was.

He’d almost finished building that new fence last year. What was the point, really? He sighed, the sound lost in the rustling leaves.

He turned back to the kitchen, a sense of unfulfilled promise. The smell of freshly baked bread was a distant ache.

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