The notification popped up: "Mark Thompson sent you a friend request." Sarah stared at the screen, the fluorescent glow of her laptop reflecting in her blank eyes. She’d been scrolling through social media, the mindless act a familiar comfort, a way to occupy the quiet evenings in her small apartment.

A sigh escaped her, a puff of air that seemed to carry all the weariness of the day. She clicked the "view profile" button without much thought, as if it was already the only possible outcome. His picture showed a smiling, older Mark, a family portrait in the background. He looked…normal.

She remembered the skinned knees, the stolen lunches, the whispered insults echoing in the school hallways. Those memories felt distant, faded, like photographs yellowing in an attic. She didn't feel anger, just an overwhelming sense of... well, what was the point of even feeling anything at all? She clicked "Accept," the sound of the mouse button a tiny, insignificant click in the vast emptiness of the world.

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