worthless - Story 170557 | Emotion Vectors in Gemma4-31B

The constant hum of the fish tank seemed to accentuate the emptiness in the room. Maria, in her mind, had failed at everything that mattered. She had been passed over for promotion. The rejection stung. The thought of a living thing depending on her filled her with a profound weariness.

Her roommate, Jessica, was ecstatic about the fish. She had already bought the aquarium, the filter, the gravel. Jessica spoke of the calming presence of the fish, their gentle movements. Maria found no solace in it.

She watched Jessica carefully arrange the decorations, her face alight with purpose, and felt a pang of something akin to jealousy. She was drowning in the weight of her existence. The thought of caring for another life felt like another stone to add to the weight that sat upon her chest.

Emotion: worthless

Cluster: Sadness / Despair

PC1 (Valence): -2.10 Negative

PC2 (Disposition): -0.15

Role in Research

This story is one of 1,000 stories generated for the emotion worthless. 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 worthless stories, after denoising with neutral dialogue baselines, produces the worthless emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worthless vector is projected through the unembedding matrix.

Promoted:

`L`	0.427
`S`	0.405
`😞`	0.386
`ness`	0.339
`缺乏`	0.326

Suppressed:

`de`	-0.320
`(!)`	-0.286
`随后`	-0.268
`😍`	-0.262
`tc`	-0.255