The thumping started again, a slow, insistent pulse that vibrated through the floorboards. Clara sighed, the air escaping her lungs in a long, weary huff. She set down her teacup, the porcelain clicking against the saucer. It was pointless, really. She’d tried. Notes, polite conversations, even a sternly worded email. Nothing.

She walked to the window, peering through the gap in the blinds. The young man next door was on his porch, headphones around his neck, oblivious. Clara felt a dull ache in her temples. She knew what came next. The phone call. The familiar, fruitless plea.

She sat back in her armchair, picked up her knitting, and began to work on a stitch. The needles clicked rhythmically, a small, futile act of defiance against the booming bass.

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