The rain hammered against the windows of the coffee shop, mirroring the incessant drumming in Amelia’s chest. Another missed deadline, another apology to her boss, another wave of exhaustion washing over her. She knew the pattern too well. The fatigue, the headaches, the constant feeling of being adrift.

She cradled her lukewarm latte, the warmth doing little to soothe the chill that had settled deep within her bones. Across the table, a man with haunted eyes stared into his own coffee, stirring it with a weary air. His face, etched with a similar weariness, caught her attention.

“This weather’s awful, isn’t it?” he said, without looking up.

“It is,” Amelia agreed, her voice flat. She already suspected.

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