The tomatoes were almost ready, a glorious red against the green of the vines. He sighed, the sound like a slow leak in a tire. Then, a blur of brown fur, bounding across the newly mown grass. Barnaby. Again. He straightened, slowly, feeling the familiar ache in his lower back.

He’d swear that mutt had a homing beacon embedded in its skull, targeted specifically to his prize-winning petunias. He trudged toward the fence, not quickening his pace, already knowing the outcome.

“Barnaby,” he called out, his voice flat, devoid of any real expectation.

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