The clock on the wall seemed to be mocking her, ticking with a slow, deliberate cadence that amplified the thrumming fatigue in her chest. Miss Ramirez sighed, her gaze drifting over the chaotic classroom. The residue of a long, stressful week lingered everywhere.

A delivery person brought a large, unmarked box. Inside, she found a collection of her favorite teas, each one carefully labeled with instructions. There was also a small, leather-bound journal. A handwritten note was tucked inside: "For when the world feels too loud - Maria, from your Creative Writing class."

She felt a strange warmth spread through her chest. Pulling out one of the teas, she closed her eyes, the scent of lavender filling her senses.

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