The sunlight sliced through the dusty windows of the garage, illuminating the collection of tools and forgotten projects. Sarah, her shoulders rounded, slowly sifted through the clutter. Her father’s workshop, a place of vibrant chaos, now just felt like a monument to what couldn’t be. She came across a worn notepad, the cover barely clinging to the cardboard.

Inside, a neat list, headed ‘Before I Go’. ‘Build a boat.’ ‘See the Grand Canyon.’ ‘Learn to play the guitar.’ Sarah flipped the pages, the paper brittle under her touch. A phantom weight seemed to press on her chest. All those aspirations. All the things she’d never attempt. She sighed and started sorting through the old nuts and bolts, a task that demanded nothing, expecting nothing.

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