The crumpled patent application lay on the kitchen table, stained with coffee rings. Amelia picked at a loose thread on her jeans, her gaze distant. The automatic gardening system she’d designed, a project born from a passion for sustainable living, was now just a collection of discarded ideas. She knew, intellectually, that this sort of thing happened all the time. But the knowledge provided little comfort. She felt the weight of her inaction, the inertia that gripped her limbs, making even the simplest tasks feel like a monumental effort. She got up, went to the sink, and ran the water.

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