worn out - Story 169000 | Emotion Vectors in Gemma4-31B

"You seem… quiet," her friend remarked, the concern evident in her voice. Anya just shrugged, the simple movement a monumental effort. The weight of her current situation felt crushing, her emotions a jumbled mess. Every decision felt like a battle, every day a challenge. She was perpetually struggling to keep her head above water, and her resolve was slowly eroding.

She found it while browsing a university forum: "Essays That Shaped the Future." There, in bold print, was her essay. Her words, now displayed for the world to see, no longer held the same meaning. She felt a surge of bitterness, a sharp pang of regret. The past seemed like a distant dream, and the present a heavy, suffocating weight.

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
`疲れ`	0.226
`que`	0.221
`sighed`	0.221

Suppressed:

`B`	-0.357
`because`	-0.228
`l`	-0.222
`భి`	-0.208
`あくまで`	-0.208