The office was loud. Phones were ringing, people were talking, and the air was thick with the scent of cheap coffee and desperation. Sarah sat at her desk, staring at the screen. The deadline loomed. The words wouldn’t come. The ideas had dried up. She felt a profound emptiness, a weariness that permeated her bones.

Across the room, Mark was explaining something to the boss. She was barely listening.

Then she heard, "Camp Silver Birch was amazing."

The words caught her attention. "Silver Birch?" Sarah asked, her voice barely audible.

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