The stale air of the office pressed down on Amelia, a suffocating presence. She stared at the overflowing inbox, each email a fresh wave of demands. She felt the familiar ache in her shoulders, the tension that always settled there by mid-morning. She just kept going, one task after another, each a tiny step into a vast, shapeless void.

Across the room, Kevin was laughing. He’d won another office trivia contest, his prize a gift certificate to a mediocre coffee shop. She saw him gesture animatedly to someone.

“You went to Camp Willow Creek too? No way!” she heard him exclaim. Amelia paused. Willow Creek. The name was a whisper, a faded echo in the chambers of her mind. A memory of a younger self surfaced.

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