The first crash of the morning echoed through Martha’s kitchen, making the coffee cup in her hand rattle against the saucer. She barely flinched. Another Saturday, another beginning to whatever fresh hell Mr. Henderson was inflicting on his house this time. She sighed, a puff of air that barely disturbed the silence of her morning. She'd been looking forward to a quiet day of gardening. Well, that was over.

A dull ache throbbed in her temples, a familiar companion these days. She placed the cup carefully on the counter, the clink soft against the granite. She really should have moved years ago. She'd known this would happen.

The sound of a power saw screamed to life. Martha walked over to her window, peered out at the scene. Mr. Henderson, sweat already beading on his forehead, swung a sledgehammer. She felt a vague, heavy feeling settle in her stomach. What was the point in trying to get away now?

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