He hefted the flashlight, the beam cutting through the gloom. Another mess. That’s what the previous tenants always left. The house itself had been a steal, practically abandoned, but dealing with what they left behind was always a burden. He'd find a box or a bag, or something else of theirs, tucked away somewhere.

A child’s rocking horse, missing one ear, dominated the far corner. Its painted eyes stared blankly. He ran a hand through his hair, a gesture meant to clear his mind, but instead, it felt like it simply re-arranged the dust.

“Might as well,” he muttered, his voice echoing in the rafters. He approached the horse.

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