The flickering fluorescent lights of the clinic hummed, a monotonous drone that matched the thrumming in Elias’s head. He knew the drill. Another blood draw, another inconclusive result, another month of hoping for something different. He didn't even bother to make eye contact with the phlebotomist anymore. He simply extended his arm, already feeling the familiar sting of the needle.

Later, slumped on a vinyl chair in the waiting room, Elias leafed through a dog-eared magazine. The glossy pages offered escape, but the stories felt distant, unreal. His gaze kept drifting to the framed posters advertising experimental treatments he knew he would never qualify for. He sighed, the air escaping his lungs with a quiet whoosh.

A woman with fiery red hair sat down beside him, clutching a file with shaking hands. "They just called me in," she muttered, her voice barely audible. "More tests."

Elias looked at her, his expression flat. "Figures," he said, turning back to his magazine. He already understood.

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