The flickering neon sign of the diner cast an eerie glow on the empty street. John sat alone, nursing a lukewarm coffee. A notification popped up: "TechTitanTim" pinged. Tim was always on about his latest projects and accomplishments. He'd sent a picture of a new arcade. He felt a familiar knot of inadequacy tighten in his gut. John wrote back a terse reply.

He felt the weight of expectation, the pressure to conform, to achieve. The city amplified it, a constant reminder of his perceived failures. Tim had mentioned he lived in the city, but never in specifics. John checked his profile on a whim. The location, right down the street. It didn't surprise him.

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