“Honestly, what’s the point anymore?” Liam asked the empty apartment. He was pacing, the linoleum floor cold against his bare feet. He’d meticulously studied Finch’s techniques, striving to emulate his style. He’d even submitted a short story to a literary journal, hoping for a break.

The journals rejection email was waiting, unopened. Now, he wondered if it was his words, or someone else's, that the editors had rejected. Liam’s own manuscript sat on his desk, its pages suddenly meaningless. He turned from it, picked up his phone, and opened a social media app.

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