The attic air tasted of dust and forgotten things. Clara tugged the string, the bulb casting a sickly yellow glow over the boxes. She wasn't expecting anything; just another chore to be crossed off the list. Another thing she was supposed to do.

She sifted through a trunk of old photographs, a faint smile touching her lips at a picture of her younger self, hair bouncing, eyes alight. Then, tucked beneath a stack of letters tied with a faded ribbon, she found it. Her own, handwriting, cramped and youthful. The address wasn't complete. She never sent it.

It was addressed to her own mother. “Dear Mom,” it began. She didn't read on. Instead, she let the paper fall, a tired sigh escaping her. She’d always meant to apologize for… everything.

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