“What is this?” Maria muttered, pushing aside the weeds that had overgrown the spot. The box, unearthed from the dusty ground of her elderly aunt’s estate, was filled with old movie stubs, dried flowers, and a tarnished silver locket. She’d inherited the house, a crushing responsibility. She held the locket, its surface reflecting a distorted version of her face. The memories, the hopes, were just out of reach. She felt a profound weariness, the kind that settled into the marrow of your bones. She closed the box and, with deliberate slowness, began to refill the hole, covering it with dirt.

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