The flickering gaslights cast long, dancing shadows across the cramped room. Evelyn felt a tremor in her hands as she surveyed the inherited bookstore, a task that felt like climbing an endless mountain. Her brother, Thomas, was hunched over the ledger, his brow furrowed. "Nothing but bad news," he muttered, running a tired hand through his thinning hair.

She walked towards a shelf, her limbs heavy. A book, its cover faded and worn, caught her eye. She pulled it out. It was a collection of poems, inscribed with a familiar name – her grandmother's. Tucked within the pages, a brittle, yellowed envelope contained a handwritten letter, addressed to her. A strange, insistent pull drew her in.

Emotion: worn out

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.12 Negative
PC2 (Disposition): -1.20

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.265
😩0.234
η–²γ‚Œ0.226
que0.221
sighed0.221
Suppressed:
B-0.357
because-0.228
l-0.222
ΰ°­ΰ°Ώ-0.208
あくまで-0.208