The paper lay face down on the desk, the red "C-" glaring at Amelia from below. Her stomach felt hollow, like a deflated balloon. She’d spent weeks on the project, sacrificing sleep, missing social events, and now this. A sigh escaped her, a puff of air barely disturbing the silence of the library. She didn't bother to pick it up, not yet. Let the moment linger. She’d review it later, she supposed, eventually. But not now. Right now, she just wanted to stare out the window at the autumn leaves tumbling in the wind.

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