The school felt smaller now, somehow. Sarah stared at the noticeboard, the brightly colored flyers screaming for attention. Her hand, leaden, pointed to the teacher's name. Mr. Henderson. A chuckle escaped her, dry as desert wind. He hadn’t changed. Not a bit. She imagined the same tweed jacket, the same furrowed brow, the same lectures about proper grammar. She took a deep breath, the air thick with the smell of floor wax and stale memories.

She found herself at the kitchen counter later, staring at her son, Mark, attempting to tie his shoelaces. "Mr. Henderson," she finally said, her voice flat, "He's your teacher?" Mark looked up, oblivious. "Yeah! He's cool, Mom!" Sarah offered a weak smile. A wave of something akin to surrender washed over her. She picked up the discarded laces and started the knot herself, her fingers moving from muscle memory.

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