The laptop hummed on the kitchen table, its screen reflecting the weak morning light. Sarah hadn't slept well, the familiar ache in her lower back a constant companion. She'd found it open, a chapter titled "The Bitter Coffee of Morning" staring back at her. The protagonist, a woman named Clara, was too familiar. Clara's messy bun, her preference for silence before coffee, the way she chewed on her lip when she was thinking – all echoes of Sarah. She closed the laptop, a heavy feeling settling in her chest. Breakfast was going to be simple. Toast. Again.

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